diff --git "a/dashq_config.json" "b/dashq_config.json" new file mode 100644--- /dev/null +++ "b/dashq_config.json" @@ -0,0 +1,95020 @@ +{ + "base_model": "google/gemma-4-26B-A4B-it", + "format": "dashq-packed-linear", + "format_version": 1, + "method": "dashq", + "model_class": "image_text_to_text", + "params": { + "bits": 4, + "group_size": 32, + "low_memory_optimization": false, + "moe_hessian_scope": "shared", + "n_samples": 128, + "scale_zero_dtype": "float16", + "symmetric": false, + "use_error_compensation": true, + "use_optimal_shrinkage": true, + "use_weighted_quantization": true + }, + "quantized_modules": { + "model.language_model.layers.0.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.0.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.1.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.10.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 90112, + "out_features": 1024, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.self_attn.o_proj": { + "group_size": 32, + "in_features": 8192, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 720896, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 8192, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.11.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 720896, + "out_features": 8192, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.12.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.13.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.14.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.15.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.16.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 90112, + "out_features": 1024, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.self_attn.o_proj": { + "group_size": 32, + "in_features": 8192, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 720896, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 8192, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.17.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 720896, + "out_features": 8192, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.18.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.19.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.2.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.20.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.21.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.22.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 90112, + "out_features": 1024, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.self_attn.o_proj": { + "group_size": 32, + "in_features": 8192, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 720896, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 8192, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.23.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 720896, + "out_features": 8192, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.24.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.25.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.26.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.27.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.28.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 90112, + "out_features": 1024, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.self_attn.o_proj": { + "group_size": 32, + "in_features": 8192, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 720896, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 8192, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.29.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 720896, + "out_features": 8192, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.3.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.4.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 90112, + "out_features": 1024, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.self_attn.o_proj": { + "group_size": 32, + "in_features": 8192, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 720896, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 8192, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.5.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 720896, + "out_features": 8192, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.6.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.7.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.8.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.0": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.1": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.10": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.100": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.101": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.102": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.103": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.104": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.105": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.106": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.107": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.108": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.109": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.11": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.110": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.111": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.112": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.113": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.114": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.115": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.116": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.117": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.118": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.119": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.12": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.120": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.121": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.122": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.123": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.124": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.125": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.126": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.127": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.13": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.14": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.15": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.16": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.17": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.18": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.19": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.2": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.20": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.21": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.22": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.23": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.24": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.25": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.26": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.27": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.28": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.29": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.3": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.30": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.31": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.32": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.33": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.34": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.35": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.36": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.37": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.38": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.39": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.4": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.40": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.41": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.42": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.43": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.44": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.45": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.46": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.47": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.48": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.49": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.5": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.50": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.51": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.52": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.53": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.54": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.55": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.56": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.57": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.58": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.59": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.6": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.60": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.61": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.62": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.63": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.64": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.65": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.66": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.67": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.68": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.69": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.7": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.70": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.71": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.72": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.73": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.74": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.75": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.76": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.77": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.78": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.79": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.8": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.80": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.81": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.82": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.83": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.84": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.85": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.86": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.87": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.88": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.89": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.9": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.90": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.91": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.92": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.93": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.94": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.95": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.96": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.97": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.98": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.down_proj_list.99": { + "group_size": 32, + "in_features": 704, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 61952, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 704, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.0": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.1": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.10": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.100": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.101": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.102": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.103": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.104": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.105": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.106": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.107": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.108": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.109": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.11": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.110": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.111": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.112": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.113": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.114": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.115": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.116": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.117": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.118": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.119": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.12": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.120": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.121": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.122": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.123": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.124": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.125": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.126": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.127": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.13": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.14": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.15": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.16": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.17": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.18": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.19": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.2": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.20": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.21": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.22": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.23": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.24": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.25": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.26": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.27": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.28": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.29": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.3": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.30": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.31": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.32": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.33": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.34": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.35": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.36": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.37": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.38": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.39": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.4": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.40": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.41": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.42": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.43": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.44": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.45": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.46": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.47": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.48": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.49": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.5": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.50": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.51": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.52": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.53": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.54": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.55": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.56": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.57": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.58": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.59": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.6": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.60": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.61": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.62": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.63": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.64": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.65": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.66": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.67": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.68": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.69": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.7": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.70": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.71": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.72": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.73": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.74": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.75": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.76": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.77": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.78": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.79": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.8": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.80": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.81": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.82": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.83": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.84": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.85": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.86": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.87": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.88": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.89": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.9": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.90": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.91": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.92": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.93": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.94": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.95": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.96": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.97": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.98": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.experts.gate_up_proj_list.99": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 123904, + "out_features": 1408, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.mlp.down_proj": { + "group_size": 32, + "in_features": 2112, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 2112, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.mlp.gate_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.mlp.up_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 185856, + "out_features": 2112, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.router.proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 11264, + "out_features": 128, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.self_attn.k_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.self_attn.o_proj": { + "group_size": 32, + "in_features": 4096, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 2816, + "packing": "int4_packed_u32", + "quant_in_features": 4096, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.self_attn.q_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 360448, + "out_features": 4096, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + }, + "model.language_model.layers.9.self_attn.v_proj": { + "group_size": 32, + "in_features": 2816, + "linear_dtype": "bfloat16", + "nbits": 4, + "num_groups": 180224, + "out_features": 2048, + "packing": "int4_packed_u32", + "quant_in_features": 2816, + "runtime_backend": "torch", + "scale_zero_dtype": "float16" + } + }, + "results": { + "Method": "dashq", + "Model": "google/gemma-4-26B-A4B-it", + "ModelSizeGB": 17.935708892, + "OriginalSizeGB": 51.612009916, + "PPL": 341.45819091796875, + "Params": "{'bits': 4, 'group_size': 32, 'scale_zero_dtype': 'float16', 'n_samples': 128, 'moe_hessian_scope': 'shared', 'use_error_compensation': True, 'use_optimal_shrinkage': True, 'use_weighted_quantization': True, 'symmetric': False, 'low_memory_optimization': False}", + "QuantTime": 2978.2115108966827, + "arc_challenge": 43.77133105802048, + "arc_easy": 65.02525252525253, + "commonsense_qa": 40.62244062244062, + "hellaswag": 54.33180641306513, + "lambada_openai": 22.103628954007373, + "openbookqa": 31.2, + "piqa": 67.7366702937976, + "truthfulqa_mc2": 59.19153286176483, + "winogrande": 56.9060773480663, + "zeroshot_avg": 48.98763778626832 + } +} \ No newline at end of file