jagat-primitive-org's picture
Mixed NVFP4/FP8-block: 15 expert layers NVFP4, 30 FP8-block
9588df1 verified
Raw
History Blame Contribute Delete
161 kB
{
"architectures": [
"K2HorizonForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"attention_gate_func": "softplus",
"auto_map": {
"AutoConfig": "configuration_k2_horizon.K2HorizonConfig",
"AutoModel": "modeling_k2_horizon.K2HorizonModel",
"AutoModelForCausalLM": "modeling_k2_horizon.K2HorizonForCausalLM"
},
"bos_token_id": 0,
"decoder_sparse_step": 1,
"dtype": "bfloat16",
"eos_token_id": 1,
"head_dim": 128,
"hidden_act": "silu",
"hidden_size": 2560,
"initializer_range": 0.02,
"intermediate_size": 6144,
"layernorm_num_groups": 2,
"max_position_embeddings": 524288,
"mlp_only_layers": [
0,
1,
2
],
"model_type": "k2_horizon",
"moe_gate_bias": true,
"moe_intermediate_size": 768,
"mova_num_experts": 64,
"mova_num_experts_per_tok": 4,
"norm_topk_prob": true,
"num_attention_heads": 32,
"num_experts": 100,
"num_experts_per_tok": 8,
"num_hidden_layers": 48,
"num_key_value_heads": 8,
"num_shared_experts": 1,
"output_router_logits": false,
"pad_token_id": null,
"quantization_config": {
"config_groups": {
"group_0": {
"format": "nvfp4-pack-quantized",
"input_activations": {
"actorder": null,
"block_structure": null,
"dynamic": "local",
"group_size": 16,
"num_bits": 4,
"observer": "static_minmax",
"observer_kwargs": {},
"scale_dtype": "torch.float8_e4m3fn",
"strategy": "tensor_group",
"symmetric": true,
"type": "float",
"zp_dtype": null
},
"output_activations": null,
"targets": [
"re:.*\\.layers\\.(3|6|9|12|15|18|21|24|27|30|33|36|39|42|45)\\.mlp\\.experts\\.\\d+\\.(gate_proj|up_proj|down_proj)$"
],
"weights": {
"actorder": null,
"block_structure": null,
"dynamic": false,
"group_size": 16,
"num_bits": 4,
"observer": "memoryless_minmax",
"observer_kwargs": {},
"scale_dtype": "torch.float8_e4m3fn",
"strategy": "tensor_group",
"symmetric": true,
"type": "float",
"zp_dtype": null
}
},
"group_1": {
"format": "float-quantized",
"input_activations": {
"actorder": null,
"block_structure": null,
"dynamic": true,
"group_size": 128,
"num_bits": 8,
"observer": null,
"observer_kwargs": {},
"scale_dtype": null,
"strategy": "group",
"symmetric": true,
"type": "float",
"zp_dtype": null
},
"output_activations": null,
"targets": [
"re:.*\\.layers\\.(4|5|7|8|10|11|13|14|16|17|19|20|22|23|25|26|28|29|31|32|34|35|37|38|40|41|43|44|46|47)\\.mlp\\.experts\\.\\d+\\.(gate_proj|up_proj|down_proj)$"
],
"weights": {
"actorder": null,
"block_structure": [
128,
128
],
"dynamic": false,
"group_size": null,
"num_bits": 8,
"observer": "memoryless_minmax",
"observer_kwargs": {},
"scale_dtype": null,
"strategy": "block",
"symmetric": true,
"type": "float",
"zp_dtype": null
}
}
},
"format": "mixed-precision",
"global_compression_ratio": null,
"ignore": [
"model.layers.0.self_attn.q_proj",
"model.layers.0.self_attn.k_proj",
"model.layers.0.self_attn.v_proj",
"model.layers.0.self_attn.o_proj",
"model.layers.0.self_attn.gate_proj",
"model.layers.0.mlp.gate_proj",
"model.layers.0.mlp.up_proj",
"model.layers.0.mlp.down_proj",
"model.layers.1.self_attn.q_proj",
"model.layers.1.self_attn.k_proj",
"model.layers.1.self_attn.v_proj",
"model.layers.1.self_attn.o_proj",
"model.layers.1.self_attn.gate_proj",
"model.layers.1.mlp.gate_proj",
"model.layers.1.mlp.up_proj",
"model.layers.1.mlp.down_proj",
"model.layers.2.self_attn.q_proj",
"model.layers.2.self_attn.k_proj",
"model.layers.2.self_attn.v_proj",
"model.layers.2.self_attn.o_proj",
"model.layers.2.self_attn.gate_proj",
"model.layers.2.mlp.gate_proj",
"model.layers.2.mlp.up_proj",
"model.layers.2.mlp.down_proj",
"model.layers.3.self_attn.q_proj",
"model.layers.3.self_attn.k_proj",
"model.layers.3.self_attn.o_proj",
"model.layers.3.self_attn.v_router",
"model.layers.3.self_attn.v_experts.0",
"model.layers.3.self_attn.v_experts.1",
"model.layers.3.self_attn.v_experts.2",
"model.layers.3.self_attn.v_experts.3",
"model.layers.3.self_attn.v_experts.4",
"model.layers.3.self_attn.v_experts.5",
"model.layers.3.self_attn.v_experts.6",
"model.layers.3.self_attn.v_experts.7",
"model.layers.3.self_attn.v_experts.8",
"model.layers.3.self_attn.v_experts.9",
"model.layers.3.self_attn.v_experts.10",
"model.layers.3.self_attn.v_experts.11",
"model.layers.3.self_attn.v_experts.12",
"model.layers.3.self_attn.v_experts.13",
"model.layers.3.self_attn.v_experts.14",
"model.layers.3.self_attn.v_experts.15",
"model.layers.3.self_attn.v_experts.16",
"model.layers.3.self_attn.v_experts.17",
"model.layers.3.self_attn.v_experts.18",
"model.layers.3.self_attn.v_experts.19",
"model.layers.3.self_attn.v_experts.20",
"model.layers.3.self_attn.v_experts.21",
"model.layers.3.self_attn.v_experts.22",
"model.layers.3.self_attn.v_experts.23",
"model.layers.3.self_attn.v_experts.24",
"model.layers.3.self_attn.v_experts.25",
"model.layers.3.self_attn.v_experts.26",
"model.layers.3.self_attn.v_experts.27",
"model.layers.3.self_attn.v_experts.28",
"model.layers.3.self_attn.v_experts.29",
"model.layers.3.self_attn.v_experts.30",
"model.layers.3.self_attn.v_experts.31",
"model.layers.3.self_attn.v_experts.32",
"model.layers.3.self_attn.v_experts.33",
"model.layers.3.self_attn.v_experts.34",
"model.layers.3.self_attn.v_experts.35",
"model.layers.3.self_attn.v_experts.36",
"model.layers.3.self_attn.v_experts.37",
"model.layers.3.self_attn.v_experts.38",
"model.layers.3.self_attn.v_experts.39",
"model.layers.3.self_attn.v_experts.40",
"model.layers.3.self_attn.v_experts.41",
"model.layers.3.self_attn.v_experts.42",
"model.layers.3.self_attn.v_experts.43",
"model.layers.3.self_attn.v_experts.44",
"model.layers.3.self_attn.v_experts.45",
"model.layers.3.self_attn.v_experts.46",
"model.layers.3.self_attn.v_experts.47",
"model.layers.3.self_attn.v_experts.48",
"model.layers.3.self_attn.v_experts.49",
"model.layers.3.self_attn.v_experts.50",
"model.layers.3.self_attn.v_experts.51",
"model.layers.3.self_attn.v_experts.52",
"model.layers.3.self_attn.v_experts.53",
"model.layers.3.self_attn.v_experts.54",
"model.layers.3.self_attn.v_experts.55",
"model.layers.3.self_attn.v_experts.56",
"model.layers.3.self_attn.v_experts.57",
"model.layers.3.self_attn.v_experts.58",
"model.layers.3.self_attn.v_experts.59",
"model.layers.3.self_attn.v_experts.60",
"model.layers.3.self_attn.v_experts.61",
"model.layers.3.self_attn.v_experts.62",
"model.layers.3.self_attn.v_experts.63",
"model.layers.3.self_attn.gate_proj",
"model.layers.3.mlp.gate",
"model.layers.3.mlp.shared_experts.gate_proj",
"model.layers.3.mlp.shared_experts.up_proj",
"model.layers.3.mlp.shared_experts.down_proj",
"model.layers.4.self_attn.q_proj",
"model.layers.4.self_attn.k_proj",
"model.layers.4.self_attn.o_proj",
"model.layers.4.self_attn.v_router",
"model.layers.4.self_attn.v_experts.0",
"model.layers.4.self_attn.v_experts.1",
"model.layers.4.self_attn.v_experts.2",
"model.layers.4.self_attn.v_experts.3",
"model.layers.4.self_attn.v_experts.4",
"model.layers.4.self_attn.v_experts.5",
"model.layers.4.self_attn.v_experts.6",
"model.layers.4.self_attn.v_experts.7",
"model.layers.4.self_attn.v_experts.8",
"model.layers.4.self_attn.v_experts.9",
"model.layers.4.self_attn.v_experts.10",
"model.layers.4.self_attn.v_experts.11",
"model.layers.4.self_attn.v_experts.12",
"model.layers.4.self_attn.v_experts.13",
"model.layers.4.self_attn.v_experts.14",
"model.layers.4.self_attn.v_experts.15",
"model.layers.4.self_attn.v_experts.16",
"model.layers.4.self_attn.v_experts.17",
"model.layers.4.self_attn.v_experts.18",
"model.layers.4.self_attn.v_experts.19",
"model.layers.4.self_attn.v_experts.20",
"model.layers.4.self_attn.v_experts.21",
"model.layers.4.self_attn.v_experts.22",
"model.layers.4.self_attn.v_experts.23",
"model.layers.4.self_attn.v_experts.24",
"model.layers.4.self_attn.v_experts.25",
"model.layers.4.self_attn.v_experts.26",
"model.layers.4.self_attn.v_experts.27",
"model.layers.4.self_attn.v_experts.28",
"model.layers.4.self_attn.v_experts.29",
"model.layers.4.self_attn.v_experts.30",
"model.layers.4.self_attn.v_experts.31",
"model.layers.4.self_attn.v_experts.32",
"model.layers.4.self_attn.v_experts.33",
"model.layers.4.self_attn.v_experts.34",
"model.layers.4.self_attn.v_experts.35",
"model.layers.4.self_attn.v_experts.36",
"model.layers.4.self_attn.v_experts.37",
"model.layers.4.self_attn.v_experts.38",
"model.layers.4.self_attn.v_experts.39",
"model.layers.4.self_attn.v_experts.40",
"model.layers.4.self_attn.v_experts.41",
"model.layers.4.self_attn.v_experts.42",
"model.layers.4.self_attn.v_experts.43",
"model.layers.4.self_attn.v_experts.44",
"model.layers.4.self_attn.v_experts.45",
"model.layers.4.self_attn.v_experts.46",
"model.layers.4.self_attn.v_experts.47",
"model.layers.4.self_attn.v_experts.48",
"model.layers.4.self_attn.v_experts.49",
"model.layers.4.self_attn.v_experts.50",
"model.layers.4.self_attn.v_experts.51",
"model.layers.4.self_attn.v_experts.52",
"model.layers.4.self_attn.v_experts.53",
"model.layers.4.self_attn.v_experts.54",
"model.layers.4.self_attn.v_experts.55",
"model.layers.4.self_attn.v_experts.56",
"model.layers.4.self_attn.v_experts.57",
"model.layers.4.self_attn.v_experts.58",
"model.layers.4.self_attn.v_experts.59",
"model.layers.4.self_attn.v_experts.60",
"model.layers.4.self_attn.v_experts.61",
"model.layers.4.self_attn.v_experts.62",
"model.layers.4.self_attn.v_experts.63",
"model.layers.4.self_attn.gate_proj",
"model.layers.4.mlp.gate",
"model.layers.4.mlp.shared_experts.gate_proj",
"model.layers.4.mlp.shared_experts.up_proj",
"model.layers.4.mlp.shared_experts.down_proj",
"model.layers.5.self_attn.q_proj",
"model.layers.5.self_attn.k_proj",
"model.layers.5.self_attn.o_proj",
"model.layers.5.self_attn.v_router",
"model.layers.5.self_attn.v_experts.0",
"model.layers.5.self_attn.v_experts.1",
"model.layers.5.self_attn.v_experts.2",
"model.layers.5.self_attn.v_experts.3",
"model.layers.5.self_attn.v_experts.4",
"model.layers.5.self_attn.v_experts.5",
"model.layers.5.self_attn.v_experts.6",
"model.layers.5.self_attn.v_experts.7",
"model.layers.5.self_attn.v_experts.8",
"model.layers.5.self_attn.v_experts.9",
"model.layers.5.self_attn.v_experts.10",
"model.layers.5.self_attn.v_experts.11",
"model.layers.5.self_attn.v_experts.12",
"model.layers.5.self_attn.v_experts.13",
"model.layers.5.self_attn.v_experts.14",
"model.layers.5.self_attn.v_experts.15",
"model.layers.5.self_attn.v_experts.16",
"model.layers.5.self_attn.v_experts.17",
"model.layers.5.self_attn.v_experts.18",
"model.layers.5.self_attn.v_experts.19",
"model.layers.5.self_attn.v_experts.20",
"model.layers.5.self_attn.v_experts.21",
"model.layers.5.self_attn.v_experts.22",
"model.layers.5.self_attn.v_experts.23",
"model.layers.5.self_attn.v_experts.24",
"model.layers.5.self_attn.v_experts.25",
"model.layers.5.self_attn.v_experts.26",
"model.layers.5.self_attn.v_experts.27",
"model.layers.5.self_attn.v_experts.28",
"model.layers.5.self_attn.v_experts.29",
"model.layers.5.self_attn.v_experts.30",
"model.layers.5.self_attn.v_experts.31",
"model.layers.5.self_attn.v_experts.32",
"model.layers.5.self_attn.v_experts.33",
"model.layers.5.self_attn.v_experts.34",
"model.layers.5.self_attn.v_experts.35",
"model.layers.5.self_attn.v_experts.36",
"model.layers.5.self_attn.v_experts.37",
"model.layers.5.self_attn.v_experts.38",
"model.layers.5.self_attn.v_experts.39",
"model.layers.5.self_attn.v_experts.40",
"model.layers.5.self_attn.v_experts.41",
"model.layers.5.self_attn.v_experts.42",
"model.layers.5.self_attn.v_experts.43",
"model.layers.5.self_attn.v_experts.44",
"model.layers.5.self_attn.v_experts.45",
"model.layers.5.self_attn.v_experts.46",
"model.layers.5.self_attn.v_experts.47",
"model.layers.5.self_attn.v_experts.48",
"model.layers.5.self_attn.v_experts.49",
"model.layers.5.self_attn.v_experts.50",
"model.layers.5.self_attn.v_experts.51",
"model.layers.5.self_attn.v_experts.52",
"model.layers.5.self_attn.v_experts.53",
"model.layers.5.self_attn.v_experts.54",
"model.layers.5.self_attn.v_experts.55",
"model.layers.5.self_attn.v_experts.56",
"model.layers.5.self_attn.v_experts.57",
"model.layers.5.self_attn.v_experts.58",
"model.layers.5.self_attn.v_experts.59",
"model.layers.5.self_attn.v_experts.60",
"model.layers.5.self_attn.v_experts.61",
"model.layers.5.self_attn.v_experts.62",
"model.layers.5.self_attn.v_experts.63",
"model.layers.5.self_attn.gate_proj",
"model.layers.5.mlp.gate",
"model.layers.5.mlp.shared_experts.gate_proj",
"model.layers.5.mlp.shared_experts.up_proj",
"model.layers.5.mlp.shared_experts.down_proj",
"model.layers.6.self_attn.q_proj",
"model.layers.6.self_attn.k_proj",
"model.layers.6.self_attn.o_proj",
"model.layers.6.self_attn.v_router",
"model.layers.6.self_attn.v_experts.0",
"model.layers.6.self_attn.v_experts.1",
"model.layers.6.self_attn.v_experts.2",
"model.layers.6.self_attn.v_experts.3",
"model.layers.6.self_attn.v_experts.4",
"model.layers.6.self_attn.v_experts.5",
"model.layers.6.self_attn.v_experts.6",
"model.layers.6.self_attn.v_experts.7",
"model.layers.6.self_attn.v_experts.8",
"model.layers.6.self_attn.v_experts.9",
"model.layers.6.self_attn.v_experts.10",
"model.layers.6.self_attn.v_experts.11",
"model.layers.6.self_attn.v_experts.12",
"model.layers.6.self_attn.v_experts.13",
"model.layers.6.self_attn.v_experts.14",
"model.layers.6.self_attn.v_experts.15",
"model.layers.6.self_attn.v_experts.16",
"model.layers.6.self_attn.v_experts.17",
"model.layers.6.self_attn.v_experts.18",
"model.layers.6.self_attn.v_experts.19",
"model.layers.6.self_attn.v_experts.20",
"model.layers.6.self_attn.v_experts.21",
"model.layers.6.self_attn.v_experts.22",
"model.layers.6.self_attn.v_experts.23",
"model.layers.6.self_attn.v_experts.24",
"model.layers.6.self_attn.v_experts.25",
"model.layers.6.self_attn.v_experts.26",
"model.layers.6.self_attn.v_experts.27",
"model.layers.6.self_attn.v_experts.28",
"model.layers.6.self_attn.v_experts.29",
"model.layers.6.self_attn.v_experts.30",
"model.layers.6.self_attn.v_experts.31",
"model.layers.6.self_attn.v_experts.32",
"model.layers.6.self_attn.v_experts.33",
"model.layers.6.self_attn.v_experts.34",
"model.layers.6.self_attn.v_experts.35",
"model.layers.6.self_attn.v_experts.36",
"model.layers.6.self_attn.v_experts.37",
"model.layers.6.self_attn.v_experts.38",
"model.layers.6.self_attn.v_experts.39",
"model.layers.6.self_attn.v_experts.40",
"model.layers.6.self_attn.v_experts.41",
"model.layers.6.self_attn.v_experts.42",
"model.layers.6.self_attn.v_experts.43",
"model.layers.6.self_attn.v_experts.44",
"model.layers.6.self_attn.v_experts.45",
"model.layers.6.self_attn.v_experts.46",
"model.layers.6.self_attn.v_experts.47",
"model.layers.6.self_attn.v_experts.48",
"model.layers.6.self_attn.v_experts.49",
"model.layers.6.self_attn.v_experts.50",
"model.layers.6.self_attn.v_experts.51",
"model.layers.6.self_attn.v_experts.52",
"model.layers.6.self_attn.v_experts.53",
"model.layers.6.self_attn.v_experts.54",
"model.layers.6.self_attn.v_experts.55",
"model.layers.6.self_attn.v_experts.56",
"model.layers.6.self_attn.v_experts.57",
"model.layers.6.self_attn.v_experts.58",
"model.layers.6.self_attn.v_experts.59",
"model.layers.6.self_attn.v_experts.60",
"model.layers.6.self_attn.v_experts.61",
"model.layers.6.self_attn.v_experts.62",
"model.layers.6.self_attn.v_experts.63",
"model.layers.6.self_attn.gate_proj",
"model.layers.6.mlp.gate",
"model.layers.6.mlp.shared_experts.gate_proj",
"model.layers.6.mlp.shared_experts.up_proj",
"model.layers.6.mlp.shared_experts.down_proj",
"model.layers.7.self_attn.q_proj",
"model.layers.7.self_attn.k_proj",
"model.layers.7.self_attn.o_proj",
"model.layers.7.self_attn.v_router",
"model.layers.7.self_attn.v_experts.0",
"model.layers.7.self_attn.v_experts.1",
"model.layers.7.self_attn.v_experts.2",
"model.layers.7.self_attn.v_experts.3",
"model.layers.7.self_attn.v_experts.4",
"model.layers.7.self_attn.v_experts.5",
"model.layers.7.self_attn.v_experts.6",
"model.layers.7.self_attn.v_experts.7",
"model.layers.7.self_attn.v_experts.8",
"model.layers.7.self_attn.v_experts.9",
"model.layers.7.self_attn.v_experts.10",
"model.layers.7.self_attn.v_experts.11",
"model.layers.7.self_attn.v_experts.12",
"model.layers.7.self_attn.v_experts.13",
"model.layers.7.self_attn.v_experts.14",
"model.layers.7.self_attn.v_experts.15",
"model.layers.7.self_attn.v_experts.16",
"model.layers.7.self_attn.v_experts.17",
"model.layers.7.self_attn.v_experts.18",
"model.layers.7.self_attn.v_experts.19",
"model.layers.7.self_attn.v_experts.20",
"model.layers.7.self_attn.v_experts.21",
"model.layers.7.self_attn.v_experts.22",
"model.layers.7.self_attn.v_experts.23",
"model.layers.7.self_attn.v_experts.24",
"model.layers.7.self_attn.v_experts.25",
"model.layers.7.self_attn.v_experts.26",
"model.layers.7.self_attn.v_experts.27",
"model.layers.7.self_attn.v_experts.28",
"model.layers.7.self_attn.v_experts.29",
"model.layers.7.self_attn.v_experts.30",
"model.layers.7.self_attn.v_experts.31",
"model.layers.7.self_attn.v_experts.32",
"model.layers.7.self_attn.v_experts.33",
"model.layers.7.self_attn.v_experts.34",
"model.layers.7.self_attn.v_experts.35",
"model.layers.7.self_attn.v_experts.36",
"model.layers.7.self_attn.v_experts.37",
"model.layers.7.self_attn.v_experts.38",
"model.layers.7.self_attn.v_experts.39",
"model.layers.7.self_attn.v_experts.40",
"model.layers.7.self_attn.v_experts.41",
"model.layers.7.self_attn.v_experts.42",
"model.layers.7.self_attn.v_experts.43",
"model.layers.7.self_attn.v_experts.44",
"model.layers.7.self_attn.v_experts.45",
"model.layers.7.self_attn.v_experts.46",
"model.layers.7.self_attn.v_experts.47",
"model.layers.7.self_attn.v_experts.48",
"model.layers.7.self_attn.v_experts.49",
"model.layers.7.self_attn.v_experts.50",
"model.layers.7.self_attn.v_experts.51",
"model.layers.7.self_attn.v_experts.52",
"model.layers.7.self_attn.v_experts.53",
"model.layers.7.self_attn.v_experts.54",
"model.layers.7.self_attn.v_experts.55",
"model.layers.7.self_attn.v_experts.56",
"model.layers.7.self_attn.v_experts.57",
"model.layers.7.self_attn.v_experts.58",
"model.layers.7.self_attn.v_experts.59",
"model.layers.7.self_attn.v_experts.60",
"model.layers.7.self_attn.v_experts.61",
"model.layers.7.self_attn.v_experts.62",
"model.layers.7.self_attn.v_experts.63",
"model.layers.7.self_attn.gate_proj",
"model.layers.7.mlp.gate",
"model.layers.7.mlp.shared_experts.gate_proj",
"model.layers.7.mlp.shared_experts.up_proj",
"model.layers.7.mlp.shared_experts.down_proj",
"model.layers.8.self_attn.q_proj",
"model.layers.8.self_attn.k_proj",
"model.layers.8.self_attn.o_proj",
"model.layers.8.self_attn.v_router",
"model.layers.8.self_attn.v_experts.0",
"model.layers.8.self_attn.v_experts.1",
"model.layers.8.self_attn.v_experts.2",
"model.layers.8.self_attn.v_experts.3",
"model.layers.8.self_attn.v_experts.4",
"model.layers.8.self_attn.v_experts.5",
"model.layers.8.self_attn.v_experts.6",
"model.layers.8.self_attn.v_experts.7",
"model.layers.8.self_attn.v_experts.8",
"model.layers.8.self_attn.v_experts.9",
"model.layers.8.self_attn.v_experts.10",
"model.layers.8.self_attn.v_experts.11",
"model.layers.8.self_attn.v_experts.12",
"model.layers.8.self_attn.v_experts.13",
"model.layers.8.self_attn.v_experts.14",
"model.layers.8.self_attn.v_experts.15",
"model.layers.8.self_attn.v_experts.16",
"model.layers.8.self_attn.v_experts.17",
"model.layers.8.self_attn.v_experts.18",
"model.layers.8.self_attn.v_experts.19",
"model.layers.8.self_attn.v_experts.20",
"model.layers.8.self_attn.v_experts.21",
"model.layers.8.self_attn.v_experts.22",
"model.layers.8.self_attn.v_experts.23",
"model.layers.8.self_attn.v_experts.24",
"model.layers.8.self_attn.v_experts.25",
"model.layers.8.self_attn.v_experts.26",
"model.layers.8.self_attn.v_experts.27",
"model.layers.8.self_attn.v_experts.28",
"model.layers.8.self_attn.v_experts.29",
"model.layers.8.self_attn.v_experts.30",
"model.layers.8.self_attn.v_experts.31",
"model.layers.8.self_attn.v_experts.32",
"model.layers.8.self_attn.v_experts.33",
"model.layers.8.self_attn.v_experts.34",
"model.layers.8.self_attn.v_experts.35",
"model.layers.8.self_attn.v_experts.36",
"model.layers.8.self_attn.v_experts.37",
"model.layers.8.self_attn.v_experts.38",
"model.layers.8.self_attn.v_experts.39",
"model.layers.8.self_attn.v_experts.40",
"model.layers.8.self_attn.v_experts.41",
"model.layers.8.self_attn.v_experts.42",
"model.layers.8.self_attn.v_experts.43",
"model.layers.8.self_attn.v_experts.44",
"model.layers.8.self_attn.v_experts.45",
"model.layers.8.self_attn.v_experts.46",
"model.layers.8.self_attn.v_experts.47",
"model.layers.8.self_attn.v_experts.48",
"model.layers.8.self_attn.v_experts.49",
"model.layers.8.self_attn.v_experts.50",
"model.layers.8.self_attn.v_experts.51",
"model.layers.8.self_attn.v_experts.52",
"model.layers.8.self_attn.v_experts.53",
"model.layers.8.self_attn.v_experts.54",
"model.layers.8.self_attn.v_experts.55",
"model.layers.8.self_attn.v_experts.56",
"model.layers.8.self_attn.v_experts.57",
"model.layers.8.self_attn.v_experts.58",
"model.layers.8.self_attn.v_experts.59",
"model.layers.8.self_attn.v_experts.60",
"model.layers.8.self_attn.v_experts.61",
"model.layers.8.self_attn.v_experts.62",
"model.layers.8.self_attn.v_experts.63",
"model.layers.8.self_attn.gate_proj",
"model.layers.8.mlp.gate",
"model.layers.8.mlp.shared_experts.gate_proj",
"model.layers.8.mlp.shared_experts.up_proj",
"model.layers.8.mlp.shared_experts.down_proj",
"model.layers.9.self_attn.q_proj",
"model.layers.9.self_attn.k_proj",
"model.layers.9.self_attn.o_proj",
"model.layers.9.self_attn.v_router",
"model.layers.9.self_attn.v_experts.0",
"model.layers.9.self_attn.v_experts.1",
"model.layers.9.self_attn.v_experts.2",
"model.layers.9.self_attn.v_experts.3",
"model.layers.9.self_attn.v_experts.4",
"model.layers.9.self_attn.v_experts.5",
"model.layers.9.self_attn.v_experts.6",
"model.layers.9.self_attn.v_experts.7",
"model.layers.9.self_attn.v_experts.8",
"model.layers.9.self_attn.v_experts.9",
"model.layers.9.self_attn.v_experts.10",
"model.layers.9.self_attn.v_experts.11",
"model.layers.9.self_attn.v_experts.12",
"model.layers.9.self_attn.v_experts.13",
"model.layers.9.self_attn.v_experts.14",
"model.layers.9.self_attn.v_experts.15",
"model.layers.9.self_attn.v_experts.16",
"model.layers.9.self_attn.v_experts.17",
"model.layers.9.self_attn.v_experts.18",
"model.layers.9.self_attn.v_experts.19",
"model.layers.9.self_attn.v_experts.20",
"model.layers.9.self_attn.v_experts.21",
"model.layers.9.self_attn.v_experts.22",
"model.layers.9.self_attn.v_experts.23",
"model.layers.9.self_attn.v_experts.24",
"model.layers.9.self_attn.v_experts.25",
"model.layers.9.self_attn.v_experts.26",
"model.layers.9.self_attn.v_experts.27",
"model.layers.9.self_attn.v_experts.28",
"model.layers.9.self_attn.v_experts.29",
"model.layers.9.self_attn.v_experts.30",
"model.layers.9.self_attn.v_experts.31",
"model.layers.9.self_attn.v_experts.32",
"model.layers.9.self_attn.v_experts.33",
"model.layers.9.self_attn.v_experts.34",
"model.layers.9.self_attn.v_experts.35",
"model.layers.9.self_attn.v_experts.36",
"model.layers.9.self_attn.v_experts.37",
"model.layers.9.self_attn.v_experts.38",
"model.layers.9.self_attn.v_experts.39",
"model.layers.9.self_attn.v_experts.40",
"model.layers.9.self_attn.v_experts.41",
"model.layers.9.self_attn.v_experts.42",
"model.layers.9.self_attn.v_experts.43",
"model.layers.9.self_attn.v_experts.44",
"model.layers.9.self_attn.v_experts.45",
"model.layers.9.self_attn.v_experts.46",
"model.layers.9.self_attn.v_experts.47",
"model.layers.9.self_attn.v_experts.48",
"model.layers.9.self_attn.v_experts.49",
"model.layers.9.self_attn.v_experts.50",
"model.layers.9.self_attn.v_experts.51",
"model.layers.9.self_attn.v_experts.52",
"model.layers.9.self_attn.v_experts.53",
"model.layers.9.self_attn.v_experts.54",
"model.layers.9.self_attn.v_experts.55",
"model.layers.9.self_attn.v_experts.56",
"model.layers.9.self_attn.v_experts.57",
"model.layers.9.self_attn.v_experts.58",
"model.layers.9.self_attn.v_experts.59",
"model.layers.9.self_attn.v_experts.60",
"model.layers.9.self_attn.v_experts.61",
"model.layers.9.self_attn.v_experts.62",
"model.layers.9.self_attn.v_experts.63",
"model.layers.9.self_attn.gate_proj",
"model.layers.9.mlp.gate",
"model.layers.9.mlp.shared_experts.gate_proj",
"model.layers.9.mlp.shared_experts.up_proj",
"model.layers.9.mlp.shared_experts.down_proj",
"model.layers.10.self_attn.q_proj",
"model.layers.10.self_attn.k_proj",
"model.layers.10.self_attn.o_proj",
"model.layers.10.self_attn.v_router",
"model.layers.10.self_attn.v_experts.0",
"model.layers.10.self_attn.v_experts.1",
"model.layers.10.self_attn.v_experts.2",
"model.layers.10.self_attn.v_experts.3",
"model.layers.10.self_attn.v_experts.4",
"model.layers.10.self_attn.v_experts.5",
"model.layers.10.self_attn.v_experts.6",
"model.layers.10.self_attn.v_experts.7",
"model.layers.10.self_attn.v_experts.8",
"model.layers.10.self_attn.v_experts.9",
"model.layers.10.self_attn.v_experts.10",
"model.layers.10.self_attn.v_experts.11",
"model.layers.10.self_attn.v_experts.12",
"model.layers.10.self_attn.v_experts.13",
"model.layers.10.self_attn.v_experts.14",
"model.layers.10.self_attn.v_experts.15",
"model.layers.10.self_attn.v_experts.16",
"model.layers.10.self_attn.v_experts.17",
"model.layers.10.self_attn.v_experts.18",
"model.layers.10.self_attn.v_experts.19",
"model.layers.10.self_attn.v_experts.20",
"model.layers.10.self_attn.v_experts.21",
"model.layers.10.self_attn.v_experts.22",
"model.layers.10.self_attn.v_experts.23",
"model.layers.10.self_attn.v_experts.24",
"model.layers.10.self_attn.v_experts.25",
"model.layers.10.self_attn.v_experts.26",
"model.layers.10.self_attn.v_experts.27",
"model.layers.10.self_attn.v_experts.28",
"model.layers.10.self_attn.v_experts.29",
"model.layers.10.self_attn.v_experts.30",
"model.layers.10.self_attn.v_experts.31",
"model.layers.10.self_attn.v_experts.32",
"model.layers.10.self_attn.v_experts.33",
"model.layers.10.self_attn.v_experts.34",
"model.layers.10.self_attn.v_experts.35",
"model.layers.10.self_attn.v_experts.36",
"model.layers.10.self_attn.v_experts.37",
"model.layers.10.self_attn.v_experts.38",
"model.layers.10.self_attn.v_experts.39",
"model.layers.10.self_attn.v_experts.40",
"model.layers.10.self_attn.v_experts.41",
"model.layers.10.self_attn.v_experts.42",
"model.layers.10.self_attn.v_experts.43",
"model.layers.10.self_attn.v_experts.44",
"model.layers.10.self_attn.v_experts.45",
"model.layers.10.self_attn.v_experts.46",
"model.layers.10.self_attn.v_experts.47",
"model.layers.10.self_attn.v_experts.48",
"model.layers.10.self_attn.v_experts.49",
"model.layers.10.self_attn.v_experts.50",
"model.layers.10.self_attn.v_experts.51",
"model.layers.10.self_attn.v_experts.52",
"model.layers.10.self_attn.v_experts.53",
"model.layers.10.self_attn.v_experts.54",
"model.layers.10.self_attn.v_experts.55",
"model.layers.10.self_attn.v_experts.56",
"model.layers.10.self_attn.v_experts.57",
"model.layers.10.self_attn.v_experts.58",
"model.layers.10.self_attn.v_experts.59",
"model.layers.10.self_attn.v_experts.60",
"model.layers.10.self_attn.v_experts.61",
"model.layers.10.self_attn.v_experts.62",
"model.layers.10.self_attn.v_experts.63",
"model.layers.10.self_attn.gate_proj",
"model.layers.10.mlp.gate",
"model.layers.10.mlp.shared_experts.gate_proj",
"model.layers.10.mlp.shared_experts.up_proj",
"model.layers.10.mlp.shared_experts.down_proj",
"model.layers.11.self_attn.q_proj",
"model.layers.11.self_attn.k_proj",
"model.layers.11.self_attn.o_proj",
"model.layers.11.self_attn.v_router",
"model.layers.11.self_attn.v_experts.0",
"model.layers.11.self_attn.v_experts.1",
"model.layers.11.self_attn.v_experts.2",
"model.layers.11.self_attn.v_experts.3",
"model.layers.11.self_attn.v_experts.4",
"model.layers.11.self_attn.v_experts.5",
"model.layers.11.self_attn.v_experts.6",
"model.layers.11.self_attn.v_experts.7",
"model.layers.11.self_attn.v_experts.8",
"model.layers.11.self_attn.v_experts.9",
"model.layers.11.self_attn.v_experts.10",
"model.layers.11.self_attn.v_experts.11",
"model.layers.11.self_attn.v_experts.12",
"model.layers.11.self_attn.v_experts.13",
"model.layers.11.self_attn.v_experts.14",
"model.layers.11.self_attn.v_experts.15",
"model.layers.11.self_attn.v_experts.16",
"model.layers.11.self_attn.v_experts.17",
"model.layers.11.self_attn.v_experts.18",
"model.layers.11.self_attn.v_experts.19",
"model.layers.11.self_attn.v_experts.20",
"model.layers.11.self_attn.v_experts.21",
"model.layers.11.self_attn.v_experts.22",
"model.layers.11.self_attn.v_experts.23",
"model.layers.11.self_attn.v_experts.24",
"model.layers.11.self_attn.v_experts.25",
"model.layers.11.self_attn.v_experts.26",
"model.layers.11.self_attn.v_experts.27",
"model.layers.11.self_attn.v_experts.28",
"model.layers.11.self_attn.v_experts.29",
"model.layers.11.self_attn.v_experts.30",
"model.layers.11.self_attn.v_experts.31",
"model.layers.11.self_attn.v_experts.32",
"model.layers.11.self_attn.v_experts.33",
"model.layers.11.self_attn.v_experts.34",
"model.layers.11.self_attn.v_experts.35",
"model.layers.11.self_attn.v_experts.36",
"model.layers.11.self_attn.v_experts.37",
"model.layers.11.self_attn.v_experts.38",
"model.layers.11.self_attn.v_experts.39",
"model.layers.11.self_attn.v_experts.40",
"model.layers.11.self_attn.v_experts.41",
"model.layers.11.self_attn.v_experts.42",
"model.layers.11.self_attn.v_experts.43",
"model.layers.11.self_attn.v_experts.44",
"model.layers.11.self_attn.v_experts.45",
"model.layers.11.self_attn.v_experts.46",
"model.layers.11.self_attn.v_experts.47",
"model.layers.11.self_attn.v_experts.48",
"model.layers.11.self_attn.v_experts.49",
"model.layers.11.self_attn.v_experts.50",
"model.layers.11.self_attn.v_experts.51",
"model.layers.11.self_attn.v_experts.52",
"model.layers.11.self_attn.v_experts.53",
"model.layers.11.self_attn.v_experts.54",
"model.layers.11.self_attn.v_experts.55",
"model.layers.11.self_attn.v_experts.56",
"model.layers.11.self_attn.v_experts.57",
"model.layers.11.self_attn.v_experts.58",
"model.layers.11.self_attn.v_experts.59",
"model.layers.11.self_attn.v_experts.60",
"model.layers.11.self_attn.v_experts.61",
"model.layers.11.self_attn.v_experts.62",
"model.layers.11.self_attn.v_experts.63",
"model.layers.11.self_attn.gate_proj",
"model.layers.11.mlp.gate",
"model.layers.11.mlp.shared_experts.gate_proj",
"model.layers.11.mlp.shared_experts.up_proj",
"model.layers.11.mlp.shared_experts.down_proj",
"model.layers.12.self_attn.q_proj",
"model.layers.12.self_attn.k_proj",
"model.layers.12.self_attn.o_proj",
"model.layers.12.self_attn.v_router",
"model.layers.12.self_attn.v_experts.0",
"model.layers.12.self_attn.v_experts.1",
"model.layers.12.self_attn.v_experts.2",
"model.layers.12.self_attn.v_experts.3",
"model.layers.12.self_attn.v_experts.4",
"model.layers.12.self_attn.v_experts.5",
"model.layers.12.self_attn.v_experts.6",
"model.layers.12.self_attn.v_experts.7",
"model.layers.12.self_attn.v_experts.8",
"model.layers.12.self_attn.v_experts.9",
"model.layers.12.self_attn.v_experts.10",
"model.layers.12.self_attn.v_experts.11",
"model.layers.12.self_attn.v_experts.12",
"model.layers.12.self_attn.v_experts.13",
"model.layers.12.self_attn.v_experts.14",
"model.layers.12.self_attn.v_experts.15",
"model.layers.12.self_attn.v_experts.16",
"model.layers.12.self_attn.v_experts.17",
"model.layers.12.self_attn.v_experts.18",
"model.layers.12.self_attn.v_experts.19",
"model.layers.12.self_attn.v_experts.20",
"model.layers.12.self_attn.v_experts.21",
"model.layers.12.self_attn.v_experts.22",
"model.layers.12.self_attn.v_experts.23",
"model.layers.12.self_attn.v_experts.24",
"model.layers.12.self_attn.v_experts.25",
"model.layers.12.self_attn.v_experts.26",
"model.layers.12.self_attn.v_experts.27",
"model.layers.12.self_attn.v_experts.28",
"model.layers.12.self_attn.v_experts.29",
"model.layers.12.self_attn.v_experts.30",
"model.layers.12.self_attn.v_experts.31",
"model.layers.12.self_attn.v_experts.32",
"model.layers.12.self_attn.v_experts.33",
"model.layers.12.self_attn.v_experts.34",
"model.layers.12.self_attn.v_experts.35",
"model.layers.12.self_attn.v_experts.36",
"model.layers.12.self_attn.v_experts.37",
"model.layers.12.self_attn.v_experts.38",
"model.layers.12.self_attn.v_experts.39",
"model.layers.12.self_attn.v_experts.40",
"model.layers.12.self_attn.v_experts.41",
"model.layers.12.self_attn.v_experts.42",
"model.layers.12.self_attn.v_experts.43",
"model.layers.12.self_attn.v_experts.44",
"model.layers.12.self_attn.v_experts.45",
"model.layers.12.self_attn.v_experts.46",
"model.layers.12.self_attn.v_experts.47",
"model.layers.12.self_attn.v_experts.48",
"model.layers.12.self_attn.v_experts.49",
"model.layers.12.self_attn.v_experts.50",
"model.layers.12.self_attn.v_experts.51",
"model.layers.12.self_attn.v_experts.52",
"model.layers.12.self_attn.v_experts.53",
"model.layers.12.self_attn.v_experts.54",
"model.layers.12.self_attn.v_experts.55",
"model.layers.12.self_attn.v_experts.56",
"model.layers.12.self_attn.v_experts.57",
"model.layers.12.self_attn.v_experts.58",
"model.layers.12.self_attn.v_experts.59",
"model.layers.12.self_attn.v_experts.60",
"model.layers.12.self_attn.v_experts.61",
"model.layers.12.self_attn.v_experts.62",
"model.layers.12.self_attn.v_experts.63",
"model.layers.12.self_attn.gate_proj",
"model.layers.12.mlp.gate",
"model.layers.12.mlp.shared_experts.gate_proj",
"model.layers.12.mlp.shared_experts.up_proj",
"model.layers.12.mlp.shared_experts.down_proj",
"model.layers.13.self_attn.q_proj",
"model.layers.13.self_attn.k_proj",
"model.layers.13.self_attn.o_proj",
"model.layers.13.self_attn.v_router",
"model.layers.13.self_attn.v_experts.0",
"model.layers.13.self_attn.v_experts.1",
"model.layers.13.self_attn.v_experts.2",
"model.layers.13.self_attn.v_experts.3",
"model.layers.13.self_attn.v_experts.4",
"model.layers.13.self_attn.v_experts.5",
"model.layers.13.self_attn.v_experts.6",
"model.layers.13.self_attn.v_experts.7",
"model.layers.13.self_attn.v_experts.8",
"model.layers.13.self_attn.v_experts.9",
"model.layers.13.self_attn.v_experts.10",
"model.layers.13.self_attn.v_experts.11",
"model.layers.13.self_attn.v_experts.12",
"model.layers.13.self_attn.v_experts.13",
"model.layers.13.self_attn.v_experts.14",
"model.layers.13.self_attn.v_experts.15",
"model.layers.13.self_attn.v_experts.16",
"model.layers.13.self_attn.v_experts.17",
"model.layers.13.self_attn.v_experts.18",
"model.layers.13.self_attn.v_experts.19",
"model.layers.13.self_attn.v_experts.20",
"model.layers.13.self_attn.v_experts.21",
"model.layers.13.self_attn.v_experts.22",
"model.layers.13.self_attn.v_experts.23",
"model.layers.13.self_attn.v_experts.24",
"model.layers.13.self_attn.v_experts.25",
"model.layers.13.self_attn.v_experts.26",
"model.layers.13.self_attn.v_experts.27",
"model.layers.13.self_attn.v_experts.28",
"model.layers.13.self_attn.v_experts.29",
"model.layers.13.self_attn.v_experts.30",
"model.layers.13.self_attn.v_experts.31",
"model.layers.13.self_attn.v_experts.32",
"model.layers.13.self_attn.v_experts.33",
"model.layers.13.self_attn.v_experts.34",
"model.layers.13.self_attn.v_experts.35",
"model.layers.13.self_attn.v_experts.36",
"model.layers.13.self_attn.v_experts.37",
"model.layers.13.self_attn.v_experts.38",
"model.layers.13.self_attn.v_experts.39",
"model.layers.13.self_attn.v_experts.40",
"model.layers.13.self_attn.v_experts.41",
"model.layers.13.self_attn.v_experts.42",
"model.layers.13.self_attn.v_experts.43",
"model.layers.13.self_attn.v_experts.44",
"model.layers.13.self_attn.v_experts.45",
"model.layers.13.self_attn.v_experts.46",
"model.layers.13.self_attn.v_experts.47",
"model.layers.13.self_attn.v_experts.48",
"model.layers.13.self_attn.v_experts.49",
"model.layers.13.self_attn.v_experts.50",
"model.layers.13.self_attn.v_experts.51",
"model.layers.13.self_attn.v_experts.52",
"model.layers.13.self_attn.v_experts.53",
"model.layers.13.self_attn.v_experts.54",
"model.layers.13.self_attn.v_experts.55",
"model.layers.13.self_attn.v_experts.56",
"model.layers.13.self_attn.v_experts.57",
"model.layers.13.self_attn.v_experts.58",
"model.layers.13.self_attn.v_experts.59",
"model.layers.13.self_attn.v_experts.60",
"model.layers.13.self_attn.v_experts.61",
"model.layers.13.self_attn.v_experts.62",
"model.layers.13.self_attn.v_experts.63",
"model.layers.13.self_attn.gate_proj",
"model.layers.13.mlp.gate",
"model.layers.13.mlp.shared_experts.gate_proj",
"model.layers.13.mlp.shared_experts.up_proj",
"model.layers.13.mlp.shared_experts.down_proj",
"model.layers.14.self_attn.q_proj",
"model.layers.14.self_attn.k_proj",
"model.layers.14.self_attn.o_proj",
"model.layers.14.self_attn.v_router",
"model.layers.14.self_attn.v_experts.0",
"model.layers.14.self_attn.v_experts.1",
"model.layers.14.self_attn.v_experts.2",
"model.layers.14.self_attn.v_experts.3",
"model.layers.14.self_attn.v_experts.4",
"model.layers.14.self_attn.v_experts.5",
"model.layers.14.self_attn.v_experts.6",
"model.layers.14.self_attn.v_experts.7",
"model.layers.14.self_attn.v_experts.8",
"model.layers.14.self_attn.v_experts.9",
"model.layers.14.self_attn.v_experts.10",
"model.layers.14.self_attn.v_experts.11",
"model.layers.14.self_attn.v_experts.12",
"model.layers.14.self_attn.v_experts.13",
"model.layers.14.self_attn.v_experts.14",
"model.layers.14.self_attn.v_experts.15",
"model.layers.14.self_attn.v_experts.16",
"model.layers.14.self_attn.v_experts.17",
"model.layers.14.self_attn.v_experts.18",
"model.layers.14.self_attn.v_experts.19",
"model.layers.14.self_attn.v_experts.20",
"model.layers.14.self_attn.v_experts.21",
"model.layers.14.self_attn.v_experts.22",
"model.layers.14.self_attn.v_experts.23",
"model.layers.14.self_attn.v_experts.24",
"model.layers.14.self_attn.v_experts.25",
"model.layers.14.self_attn.v_experts.26",
"model.layers.14.self_attn.v_experts.27",
"model.layers.14.self_attn.v_experts.28",
"model.layers.14.self_attn.v_experts.29",
"model.layers.14.self_attn.v_experts.30",
"model.layers.14.self_attn.v_experts.31",
"model.layers.14.self_attn.v_experts.32",
"model.layers.14.self_attn.v_experts.33",
"model.layers.14.self_attn.v_experts.34",
"model.layers.14.self_attn.v_experts.35",
"model.layers.14.self_attn.v_experts.36",
"model.layers.14.self_attn.v_experts.37",
"model.layers.14.self_attn.v_experts.38",
"model.layers.14.self_attn.v_experts.39",
"model.layers.14.self_attn.v_experts.40",
"model.layers.14.self_attn.v_experts.41",
"model.layers.14.self_attn.v_experts.42",
"model.layers.14.self_attn.v_experts.43",
"model.layers.14.self_attn.v_experts.44",
"model.layers.14.self_attn.v_experts.45",
"model.layers.14.self_attn.v_experts.46",
"model.layers.14.self_attn.v_experts.47",
"model.layers.14.self_attn.v_experts.48",
"model.layers.14.self_attn.v_experts.49",
"model.layers.14.self_attn.v_experts.50",
"model.layers.14.self_attn.v_experts.51",
"model.layers.14.self_attn.v_experts.52",
"model.layers.14.self_attn.v_experts.53",
"model.layers.14.self_attn.v_experts.54",
"model.layers.14.self_attn.v_experts.55",
"model.layers.14.self_attn.v_experts.56",
"model.layers.14.self_attn.v_experts.57",
"model.layers.14.self_attn.v_experts.58",
"model.layers.14.self_attn.v_experts.59",
"model.layers.14.self_attn.v_experts.60",
"model.layers.14.self_attn.v_experts.61",
"model.layers.14.self_attn.v_experts.62",
"model.layers.14.self_attn.v_experts.63",
"model.layers.14.self_attn.gate_proj",
"model.layers.14.mlp.gate",
"model.layers.14.mlp.shared_experts.gate_proj",
"model.layers.14.mlp.shared_experts.up_proj",
"model.layers.14.mlp.shared_experts.down_proj",
"model.layers.15.self_attn.q_proj",
"model.layers.15.self_attn.k_proj",
"model.layers.15.self_attn.o_proj",
"model.layers.15.self_attn.v_router",
"model.layers.15.self_attn.v_experts.0",
"model.layers.15.self_attn.v_experts.1",
"model.layers.15.self_attn.v_experts.2",
"model.layers.15.self_attn.v_experts.3",
"model.layers.15.self_attn.v_experts.4",
"model.layers.15.self_attn.v_experts.5",
"model.layers.15.self_attn.v_experts.6",
"model.layers.15.self_attn.v_experts.7",
"model.layers.15.self_attn.v_experts.8",
"model.layers.15.self_attn.v_experts.9",
"model.layers.15.self_attn.v_experts.10",
"model.layers.15.self_attn.v_experts.11",
"model.layers.15.self_attn.v_experts.12",
"model.layers.15.self_attn.v_experts.13",
"model.layers.15.self_attn.v_experts.14",
"model.layers.15.self_attn.v_experts.15",
"model.layers.15.self_attn.v_experts.16",
"model.layers.15.self_attn.v_experts.17",
"model.layers.15.self_attn.v_experts.18",
"model.layers.15.self_attn.v_experts.19",
"model.layers.15.self_attn.v_experts.20",
"model.layers.15.self_attn.v_experts.21",
"model.layers.15.self_attn.v_experts.22",
"model.layers.15.self_attn.v_experts.23",
"model.layers.15.self_attn.v_experts.24",
"model.layers.15.self_attn.v_experts.25",
"model.layers.15.self_attn.v_experts.26",
"model.layers.15.self_attn.v_experts.27",
"model.layers.15.self_attn.v_experts.28",
"model.layers.15.self_attn.v_experts.29",
"model.layers.15.self_attn.v_experts.30",
"model.layers.15.self_attn.v_experts.31",
"model.layers.15.self_attn.v_experts.32",
"model.layers.15.self_attn.v_experts.33",
"model.layers.15.self_attn.v_experts.34",
"model.layers.15.self_attn.v_experts.35",
"model.layers.15.self_attn.v_experts.36",
"model.layers.15.self_attn.v_experts.37",
"model.layers.15.self_attn.v_experts.38",
"model.layers.15.self_attn.v_experts.39",
"model.layers.15.self_attn.v_experts.40",
"model.layers.15.self_attn.v_experts.41",
"model.layers.15.self_attn.v_experts.42",
"model.layers.15.self_attn.v_experts.43",
"model.layers.15.self_attn.v_experts.44",
"model.layers.15.self_attn.v_experts.45",
"model.layers.15.self_attn.v_experts.46",
"model.layers.15.self_attn.v_experts.47",
"model.layers.15.self_attn.v_experts.48",
"model.layers.15.self_attn.v_experts.49",
"model.layers.15.self_attn.v_experts.50",
"model.layers.15.self_attn.v_experts.51",
"model.layers.15.self_attn.v_experts.52",
"model.layers.15.self_attn.v_experts.53",
"model.layers.15.self_attn.v_experts.54",
"model.layers.15.self_attn.v_experts.55",
"model.layers.15.self_attn.v_experts.56",
"model.layers.15.self_attn.v_experts.57",
"model.layers.15.self_attn.v_experts.58",
"model.layers.15.self_attn.v_experts.59",
"model.layers.15.self_attn.v_experts.60",
"model.layers.15.self_attn.v_experts.61",
"model.layers.15.self_attn.v_experts.62",
"model.layers.15.self_attn.v_experts.63",
"model.layers.15.self_attn.gate_proj",
"model.layers.15.mlp.gate",
"model.layers.15.mlp.shared_experts.gate_proj",
"model.layers.15.mlp.shared_experts.up_proj",
"model.layers.15.mlp.shared_experts.down_proj",
"model.layers.16.self_attn.q_proj",
"model.layers.16.self_attn.k_proj",
"model.layers.16.self_attn.o_proj",
"model.layers.16.self_attn.v_router",
"model.layers.16.self_attn.v_experts.0",
"model.layers.16.self_attn.v_experts.1",
"model.layers.16.self_attn.v_experts.2",
"model.layers.16.self_attn.v_experts.3",
"model.layers.16.self_attn.v_experts.4",
"model.layers.16.self_attn.v_experts.5",
"model.layers.16.self_attn.v_experts.6",
"model.layers.16.self_attn.v_experts.7",
"model.layers.16.self_attn.v_experts.8",
"model.layers.16.self_attn.v_experts.9",
"model.layers.16.self_attn.v_experts.10",
"model.layers.16.self_attn.v_experts.11",
"model.layers.16.self_attn.v_experts.12",
"model.layers.16.self_attn.v_experts.13",
"model.layers.16.self_attn.v_experts.14",
"model.layers.16.self_attn.v_experts.15",
"model.layers.16.self_attn.v_experts.16",
"model.layers.16.self_attn.v_experts.17",
"model.layers.16.self_attn.v_experts.18",
"model.layers.16.self_attn.v_experts.19",
"model.layers.16.self_attn.v_experts.20",
"model.layers.16.self_attn.v_experts.21",
"model.layers.16.self_attn.v_experts.22",
"model.layers.16.self_attn.v_experts.23",
"model.layers.16.self_attn.v_experts.24",
"model.layers.16.self_attn.v_experts.25",
"model.layers.16.self_attn.v_experts.26",
"model.layers.16.self_attn.v_experts.27",
"model.layers.16.self_attn.v_experts.28",
"model.layers.16.self_attn.v_experts.29",
"model.layers.16.self_attn.v_experts.30",
"model.layers.16.self_attn.v_experts.31",
"model.layers.16.self_attn.v_experts.32",
"model.layers.16.self_attn.v_experts.33",
"model.layers.16.self_attn.v_experts.34",
"model.layers.16.self_attn.v_experts.35",
"model.layers.16.self_attn.v_experts.36",
"model.layers.16.self_attn.v_experts.37",
"model.layers.16.self_attn.v_experts.38",
"model.layers.16.self_attn.v_experts.39",
"model.layers.16.self_attn.v_experts.40",
"model.layers.16.self_attn.v_experts.41",
"model.layers.16.self_attn.v_experts.42",
"model.layers.16.self_attn.v_experts.43",
"model.layers.16.self_attn.v_experts.44",
"model.layers.16.self_attn.v_experts.45",
"model.layers.16.self_attn.v_experts.46",
"model.layers.16.self_attn.v_experts.47",
"model.layers.16.self_attn.v_experts.48",
"model.layers.16.self_attn.v_experts.49",
"model.layers.16.self_attn.v_experts.50",
"model.layers.16.self_attn.v_experts.51",
"model.layers.16.self_attn.v_experts.52",
"model.layers.16.self_attn.v_experts.53",
"model.layers.16.self_attn.v_experts.54",
"model.layers.16.self_attn.v_experts.55",
"model.layers.16.self_attn.v_experts.56",
"model.layers.16.self_attn.v_experts.57",
"model.layers.16.self_attn.v_experts.58",
"model.layers.16.self_attn.v_experts.59",
"model.layers.16.self_attn.v_experts.60",
"model.layers.16.self_attn.v_experts.61",
"model.layers.16.self_attn.v_experts.62",
"model.layers.16.self_attn.v_experts.63",
"model.layers.16.self_attn.gate_proj",
"model.layers.16.mlp.gate",
"model.layers.16.mlp.shared_experts.gate_proj",
"model.layers.16.mlp.shared_experts.up_proj",
"model.layers.16.mlp.shared_experts.down_proj",
"model.layers.17.self_attn.q_proj",
"model.layers.17.self_attn.k_proj",
"model.layers.17.self_attn.o_proj",
"model.layers.17.self_attn.v_router",
"model.layers.17.self_attn.v_experts.0",
"model.layers.17.self_attn.v_experts.1",
"model.layers.17.self_attn.v_experts.2",
"model.layers.17.self_attn.v_experts.3",
"model.layers.17.self_attn.v_experts.4",
"model.layers.17.self_attn.v_experts.5",
"model.layers.17.self_attn.v_experts.6",
"model.layers.17.self_attn.v_experts.7",
"model.layers.17.self_attn.v_experts.8",
"model.layers.17.self_attn.v_experts.9",
"model.layers.17.self_attn.v_experts.10",
"model.layers.17.self_attn.v_experts.11",
"model.layers.17.self_attn.v_experts.12",
"model.layers.17.self_attn.v_experts.13",
"model.layers.17.self_attn.v_experts.14",
"model.layers.17.self_attn.v_experts.15",
"model.layers.17.self_attn.v_experts.16",
"model.layers.17.self_attn.v_experts.17",
"model.layers.17.self_attn.v_experts.18",
"model.layers.17.self_attn.v_experts.19",
"model.layers.17.self_attn.v_experts.20",
"model.layers.17.self_attn.v_experts.21",
"model.layers.17.self_attn.v_experts.22",
"model.layers.17.self_attn.v_experts.23",
"model.layers.17.self_attn.v_experts.24",
"model.layers.17.self_attn.v_experts.25",
"model.layers.17.self_attn.v_experts.26",
"model.layers.17.self_attn.v_experts.27",
"model.layers.17.self_attn.v_experts.28",
"model.layers.17.self_attn.v_experts.29",
"model.layers.17.self_attn.v_experts.30",
"model.layers.17.self_attn.v_experts.31",
"model.layers.17.self_attn.v_experts.32",
"model.layers.17.self_attn.v_experts.33",
"model.layers.17.self_attn.v_experts.34",
"model.layers.17.self_attn.v_experts.35",
"model.layers.17.self_attn.v_experts.36",
"model.layers.17.self_attn.v_experts.37",
"model.layers.17.self_attn.v_experts.38",
"model.layers.17.self_attn.v_experts.39",
"model.layers.17.self_attn.v_experts.40",
"model.layers.17.self_attn.v_experts.41",
"model.layers.17.self_attn.v_experts.42",
"model.layers.17.self_attn.v_experts.43",
"model.layers.17.self_attn.v_experts.44",
"model.layers.17.self_attn.v_experts.45",
"model.layers.17.self_attn.v_experts.46",
"model.layers.17.self_attn.v_experts.47",
"model.layers.17.self_attn.v_experts.48",
"model.layers.17.self_attn.v_experts.49",
"model.layers.17.self_attn.v_experts.50",
"model.layers.17.self_attn.v_experts.51",
"model.layers.17.self_attn.v_experts.52",
"model.layers.17.self_attn.v_experts.53",
"model.layers.17.self_attn.v_experts.54",
"model.layers.17.self_attn.v_experts.55",
"model.layers.17.self_attn.v_experts.56",
"model.layers.17.self_attn.v_experts.57",
"model.layers.17.self_attn.v_experts.58",
"model.layers.17.self_attn.v_experts.59",
"model.layers.17.self_attn.v_experts.60",
"model.layers.17.self_attn.v_experts.61",
"model.layers.17.self_attn.v_experts.62",
"model.layers.17.self_attn.v_experts.63",
"model.layers.17.self_attn.gate_proj",
"model.layers.17.mlp.gate",
"model.layers.17.mlp.shared_experts.gate_proj",
"model.layers.17.mlp.shared_experts.up_proj",
"model.layers.17.mlp.shared_experts.down_proj",
"model.layers.18.self_attn.q_proj",
"model.layers.18.self_attn.k_proj",
"model.layers.18.self_attn.o_proj",
"model.layers.18.self_attn.v_router",
"model.layers.18.self_attn.v_experts.0",
"model.layers.18.self_attn.v_experts.1",
"model.layers.18.self_attn.v_experts.2",
"model.layers.18.self_attn.v_experts.3",
"model.layers.18.self_attn.v_experts.4",
"model.layers.18.self_attn.v_experts.5",
"model.layers.18.self_attn.v_experts.6",
"model.layers.18.self_attn.v_experts.7",
"model.layers.18.self_attn.v_experts.8",
"model.layers.18.self_attn.v_experts.9",
"model.layers.18.self_attn.v_experts.10",
"model.layers.18.self_attn.v_experts.11",
"model.layers.18.self_attn.v_experts.12",
"model.layers.18.self_attn.v_experts.13",
"model.layers.18.self_attn.v_experts.14",
"model.layers.18.self_attn.v_experts.15",
"model.layers.18.self_attn.v_experts.16",
"model.layers.18.self_attn.v_experts.17",
"model.layers.18.self_attn.v_experts.18",
"model.layers.18.self_attn.v_experts.19",
"model.layers.18.self_attn.v_experts.20",
"model.layers.18.self_attn.v_experts.21",
"model.layers.18.self_attn.v_experts.22",
"model.layers.18.self_attn.v_experts.23",
"model.layers.18.self_attn.v_experts.24",
"model.layers.18.self_attn.v_experts.25",
"model.layers.18.self_attn.v_experts.26",
"model.layers.18.self_attn.v_experts.27",
"model.layers.18.self_attn.v_experts.28",
"model.layers.18.self_attn.v_experts.29",
"model.layers.18.self_attn.v_experts.30",
"model.layers.18.self_attn.v_experts.31",
"model.layers.18.self_attn.v_experts.32",
"model.layers.18.self_attn.v_experts.33",
"model.layers.18.self_attn.v_experts.34",
"model.layers.18.self_attn.v_experts.35",
"model.layers.18.self_attn.v_experts.36",
"model.layers.18.self_attn.v_experts.37",
"model.layers.18.self_attn.v_experts.38",
"model.layers.18.self_attn.v_experts.39",
"model.layers.18.self_attn.v_experts.40",
"model.layers.18.self_attn.v_experts.41",
"model.layers.18.self_attn.v_experts.42",
"model.layers.18.self_attn.v_experts.43",
"model.layers.18.self_attn.v_experts.44",
"model.layers.18.self_attn.v_experts.45",
"model.layers.18.self_attn.v_experts.46",
"model.layers.18.self_attn.v_experts.47",
"model.layers.18.self_attn.v_experts.48",
"model.layers.18.self_attn.v_experts.49",
"model.layers.18.self_attn.v_experts.50",
"model.layers.18.self_attn.v_experts.51",
"model.layers.18.self_attn.v_experts.52",
"model.layers.18.self_attn.v_experts.53",
"model.layers.18.self_attn.v_experts.54",
"model.layers.18.self_attn.v_experts.55",
"model.layers.18.self_attn.v_experts.56",
"model.layers.18.self_attn.v_experts.57",
"model.layers.18.self_attn.v_experts.58",
"model.layers.18.self_attn.v_experts.59",
"model.layers.18.self_attn.v_experts.60",
"model.layers.18.self_attn.v_experts.61",
"model.layers.18.self_attn.v_experts.62",
"model.layers.18.self_attn.v_experts.63",
"model.layers.18.self_attn.gate_proj",
"model.layers.18.mlp.gate",
"model.layers.18.mlp.shared_experts.gate_proj",
"model.layers.18.mlp.shared_experts.up_proj",
"model.layers.18.mlp.shared_experts.down_proj",
"model.layers.19.self_attn.q_proj",
"model.layers.19.self_attn.k_proj",
"model.layers.19.self_attn.o_proj",
"model.layers.19.self_attn.v_router",
"model.layers.19.self_attn.v_experts.0",
"model.layers.19.self_attn.v_experts.1",
"model.layers.19.self_attn.v_experts.2",
"model.layers.19.self_attn.v_experts.3",
"model.layers.19.self_attn.v_experts.4",
"model.layers.19.self_attn.v_experts.5",
"model.layers.19.self_attn.v_experts.6",
"model.layers.19.self_attn.v_experts.7",
"model.layers.19.self_attn.v_experts.8",
"model.layers.19.self_attn.v_experts.9",
"model.layers.19.self_attn.v_experts.10",
"model.layers.19.self_attn.v_experts.11",
"model.layers.19.self_attn.v_experts.12",
"model.layers.19.self_attn.v_experts.13",
"model.layers.19.self_attn.v_experts.14",
"model.layers.19.self_attn.v_experts.15",
"model.layers.19.self_attn.v_experts.16",
"model.layers.19.self_attn.v_experts.17",
"model.layers.19.self_attn.v_experts.18",
"model.layers.19.self_attn.v_experts.19",
"model.layers.19.self_attn.v_experts.20",
"model.layers.19.self_attn.v_experts.21",
"model.layers.19.self_attn.v_experts.22",
"model.layers.19.self_attn.v_experts.23",
"model.layers.19.self_attn.v_experts.24",
"model.layers.19.self_attn.v_experts.25",
"model.layers.19.self_attn.v_experts.26",
"model.layers.19.self_attn.v_experts.27",
"model.layers.19.self_attn.v_experts.28",
"model.layers.19.self_attn.v_experts.29",
"model.layers.19.self_attn.v_experts.30",
"model.layers.19.self_attn.v_experts.31",
"model.layers.19.self_attn.v_experts.32",
"model.layers.19.self_attn.v_experts.33",
"model.layers.19.self_attn.v_experts.34",
"model.layers.19.self_attn.v_experts.35",
"model.layers.19.self_attn.v_experts.36",
"model.layers.19.self_attn.v_experts.37",
"model.layers.19.self_attn.v_experts.38",
"model.layers.19.self_attn.v_experts.39",
"model.layers.19.self_attn.v_experts.40",
"model.layers.19.self_attn.v_experts.41",
"model.layers.19.self_attn.v_experts.42",
"model.layers.19.self_attn.v_experts.43",
"model.layers.19.self_attn.v_experts.44",
"model.layers.19.self_attn.v_experts.45",
"model.layers.19.self_attn.v_experts.46",
"model.layers.19.self_attn.v_experts.47",
"model.layers.19.self_attn.v_experts.48",
"model.layers.19.self_attn.v_experts.49",
"model.layers.19.self_attn.v_experts.50",
"model.layers.19.self_attn.v_experts.51",
"model.layers.19.self_attn.v_experts.52",
"model.layers.19.self_attn.v_experts.53",
"model.layers.19.self_attn.v_experts.54",
"model.layers.19.self_attn.v_experts.55",
"model.layers.19.self_attn.v_experts.56",
"model.layers.19.self_attn.v_experts.57",
"model.layers.19.self_attn.v_experts.58",
"model.layers.19.self_attn.v_experts.59",
"model.layers.19.self_attn.v_experts.60",
"model.layers.19.self_attn.v_experts.61",
"model.layers.19.self_attn.v_experts.62",
"model.layers.19.self_attn.v_experts.63",
"model.layers.19.self_attn.gate_proj",
"model.layers.19.mlp.gate",
"model.layers.19.mlp.shared_experts.gate_proj",
"model.layers.19.mlp.shared_experts.up_proj",
"model.layers.19.mlp.shared_experts.down_proj",
"model.layers.20.self_attn.q_proj",
"model.layers.20.self_attn.k_proj",
"model.layers.20.self_attn.o_proj",
"model.layers.20.self_attn.v_router",
"model.layers.20.self_attn.v_experts.0",
"model.layers.20.self_attn.v_experts.1",
"model.layers.20.self_attn.v_experts.2",
"model.layers.20.self_attn.v_experts.3",
"model.layers.20.self_attn.v_experts.4",
"model.layers.20.self_attn.v_experts.5",
"model.layers.20.self_attn.v_experts.6",
"model.layers.20.self_attn.v_experts.7",
"model.layers.20.self_attn.v_experts.8",
"model.layers.20.self_attn.v_experts.9",
"model.layers.20.self_attn.v_experts.10",
"model.layers.20.self_attn.v_experts.11",
"model.layers.20.self_attn.v_experts.12",
"model.layers.20.self_attn.v_experts.13",
"model.layers.20.self_attn.v_experts.14",
"model.layers.20.self_attn.v_experts.15",
"model.layers.20.self_attn.v_experts.16",
"model.layers.20.self_attn.v_experts.17",
"model.layers.20.self_attn.v_experts.18",
"model.layers.20.self_attn.v_experts.19",
"model.layers.20.self_attn.v_experts.20",
"model.layers.20.self_attn.v_experts.21",
"model.layers.20.self_attn.v_experts.22",
"model.layers.20.self_attn.v_experts.23",
"model.layers.20.self_attn.v_experts.24",
"model.layers.20.self_attn.v_experts.25",
"model.layers.20.self_attn.v_experts.26",
"model.layers.20.self_attn.v_experts.27",
"model.layers.20.self_attn.v_experts.28",
"model.layers.20.self_attn.v_experts.29",
"model.layers.20.self_attn.v_experts.30",
"model.layers.20.self_attn.v_experts.31",
"model.layers.20.self_attn.v_experts.32",
"model.layers.20.self_attn.v_experts.33",
"model.layers.20.self_attn.v_experts.34",
"model.layers.20.self_attn.v_experts.35",
"model.layers.20.self_attn.v_experts.36",
"model.layers.20.self_attn.v_experts.37",
"model.layers.20.self_attn.v_experts.38",
"model.layers.20.self_attn.v_experts.39",
"model.layers.20.self_attn.v_experts.40",
"model.layers.20.self_attn.v_experts.41",
"model.layers.20.self_attn.v_experts.42",
"model.layers.20.self_attn.v_experts.43",
"model.layers.20.self_attn.v_experts.44",
"model.layers.20.self_attn.v_experts.45",
"model.layers.20.self_attn.v_experts.46",
"model.layers.20.self_attn.v_experts.47",
"model.layers.20.self_attn.v_experts.48",
"model.layers.20.self_attn.v_experts.49",
"model.layers.20.self_attn.v_experts.50",
"model.layers.20.self_attn.v_experts.51",
"model.layers.20.self_attn.v_experts.52",
"model.layers.20.self_attn.v_experts.53",
"model.layers.20.self_attn.v_experts.54",
"model.layers.20.self_attn.v_experts.55",
"model.layers.20.self_attn.v_experts.56",
"model.layers.20.self_attn.v_experts.57",
"model.layers.20.self_attn.v_experts.58",
"model.layers.20.self_attn.v_experts.59",
"model.layers.20.self_attn.v_experts.60",
"model.layers.20.self_attn.v_experts.61",
"model.layers.20.self_attn.v_experts.62",
"model.layers.20.self_attn.v_experts.63",
"model.layers.20.self_attn.gate_proj",
"model.layers.20.mlp.gate",
"model.layers.20.mlp.shared_experts.gate_proj",
"model.layers.20.mlp.shared_experts.up_proj",
"model.layers.20.mlp.shared_experts.down_proj",
"model.layers.21.self_attn.q_proj",
"model.layers.21.self_attn.k_proj",
"model.layers.21.self_attn.o_proj",
"model.layers.21.self_attn.v_router",
"model.layers.21.self_attn.v_experts.0",
"model.layers.21.self_attn.v_experts.1",
"model.layers.21.self_attn.v_experts.2",
"model.layers.21.self_attn.v_experts.3",
"model.layers.21.self_attn.v_experts.4",
"model.layers.21.self_attn.v_experts.5",
"model.layers.21.self_attn.v_experts.6",
"model.layers.21.self_attn.v_experts.7",
"model.layers.21.self_attn.v_experts.8",
"model.layers.21.self_attn.v_experts.9",
"model.layers.21.self_attn.v_experts.10",
"model.layers.21.self_attn.v_experts.11",
"model.layers.21.self_attn.v_experts.12",
"model.layers.21.self_attn.v_experts.13",
"model.layers.21.self_attn.v_experts.14",
"model.layers.21.self_attn.v_experts.15",
"model.layers.21.self_attn.v_experts.16",
"model.layers.21.self_attn.v_experts.17",
"model.layers.21.self_attn.v_experts.18",
"model.layers.21.self_attn.v_experts.19",
"model.layers.21.self_attn.v_experts.20",
"model.layers.21.self_attn.v_experts.21",
"model.layers.21.self_attn.v_experts.22",
"model.layers.21.self_attn.v_experts.23",
"model.layers.21.self_attn.v_experts.24",
"model.layers.21.self_attn.v_experts.25",
"model.layers.21.self_attn.v_experts.26",
"model.layers.21.self_attn.v_experts.27",
"model.layers.21.self_attn.v_experts.28",
"model.layers.21.self_attn.v_experts.29",
"model.layers.21.self_attn.v_experts.30",
"model.layers.21.self_attn.v_experts.31",
"model.layers.21.self_attn.v_experts.32",
"model.layers.21.self_attn.v_experts.33",
"model.layers.21.self_attn.v_experts.34",
"model.layers.21.self_attn.v_experts.35",
"model.layers.21.self_attn.v_experts.36",
"model.layers.21.self_attn.v_experts.37",
"model.layers.21.self_attn.v_experts.38",
"model.layers.21.self_attn.v_experts.39",
"model.layers.21.self_attn.v_experts.40",
"model.layers.21.self_attn.v_experts.41",
"model.layers.21.self_attn.v_experts.42",
"model.layers.21.self_attn.v_experts.43",
"model.layers.21.self_attn.v_experts.44",
"model.layers.21.self_attn.v_experts.45",
"model.layers.21.self_attn.v_experts.46",
"model.layers.21.self_attn.v_experts.47",
"model.layers.21.self_attn.v_experts.48",
"model.layers.21.self_attn.v_experts.49",
"model.layers.21.self_attn.v_experts.50",
"model.layers.21.self_attn.v_experts.51",
"model.layers.21.self_attn.v_experts.52",
"model.layers.21.self_attn.v_experts.53",
"model.layers.21.self_attn.v_experts.54",
"model.layers.21.self_attn.v_experts.55",
"model.layers.21.self_attn.v_experts.56",
"model.layers.21.self_attn.v_experts.57",
"model.layers.21.self_attn.v_experts.58",
"model.layers.21.self_attn.v_experts.59",
"model.layers.21.self_attn.v_experts.60",
"model.layers.21.self_attn.v_experts.61",
"model.layers.21.self_attn.v_experts.62",
"model.layers.21.self_attn.v_experts.63",
"model.layers.21.self_attn.gate_proj",
"model.layers.21.mlp.gate",
"model.layers.21.mlp.shared_experts.gate_proj",
"model.layers.21.mlp.shared_experts.up_proj",
"model.layers.21.mlp.shared_experts.down_proj",
"model.layers.22.self_attn.q_proj",
"model.layers.22.self_attn.k_proj",
"model.layers.22.self_attn.o_proj",
"model.layers.22.self_attn.v_router",
"model.layers.22.self_attn.v_experts.0",
"model.layers.22.self_attn.v_experts.1",
"model.layers.22.self_attn.v_experts.2",
"model.layers.22.self_attn.v_experts.3",
"model.layers.22.self_attn.v_experts.4",
"model.layers.22.self_attn.v_experts.5",
"model.layers.22.self_attn.v_experts.6",
"model.layers.22.self_attn.v_experts.7",
"model.layers.22.self_attn.v_experts.8",
"model.layers.22.self_attn.v_experts.9",
"model.layers.22.self_attn.v_experts.10",
"model.layers.22.self_attn.v_experts.11",
"model.layers.22.self_attn.v_experts.12",
"model.layers.22.self_attn.v_experts.13",
"model.layers.22.self_attn.v_experts.14",
"model.layers.22.self_attn.v_experts.15",
"model.layers.22.self_attn.v_experts.16",
"model.layers.22.self_attn.v_experts.17",
"model.layers.22.self_attn.v_experts.18",
"model.layers.22.self_attn.v_experts.19",
"model.layers.22.self_attn.v_experts.20",
"model.layers.22.self_attn.v_experts.21",
"model.layers.22.self_attn.v_experts.22",
"model.layers.22.self_attn.v_experts.23",
"model.layers.22.self_attn.v_experts.24",
"model.layers.22.self_attn.v_experts.25",
"model.layers.22.self_attn.v_experts.26",
"model.layers.22.self_attn.v_experts.27",
"model.layers.22.self_attn.v_experts.28",
"model.layers.22.self_attn.v_experts.29",
"model.layers.22.self_attn.v_experts.30",
"model.layers.22.self_attn.v_experts.31",
"model.layers.22.self_attn.v_experts.32",
"model.layers.22.self_attn.v_experts.33",
"model.layers.22.self_attn.v_experts.34",
"model.layers.22.self_attn.v_experts.35",
"model.layers.22.self_attn.v_experts.36",
"model.layers.22.self_attn.v_experts.37",
"model.layers.22.self_attn.v_experts.38",
"model.layers.22.self_attn.v_experts.39",
"model.layers.22.self_attn.v_experts.40",
"model.layers.22.self_attn.v_experts.41",
"model.layers.22.self_attn.v_experts.42",
"model.layers.22.self_attn.v_experts.43",
"model.layers.22.self_attn.v_experts.44",
"model.layers.22.self_attn.v_experts.45",
"model.layers.22.self_attn.v_experts.46",
"model.layers.22.self_attn.v_experts.47",
"model.layers.22.self_attn.v_experts.48",
"model.layers.22.self_attn.v_experts.49",
"model.layers.22.self_attn.v_experts.50",
"model.layers.22.self_attn.v_experts.51",
"model.layers.22.self_attn.v_experts.52",
"model.layers.22.self_attn.v_experts.53",
"model.layers.22.self_attn.v_experts.54",
"model.layers.22.self_attn.v_experts.55",
"model.layers.22.self_attn.v_experts.56",
"model.layers.22.self_attn.v_experts.57",
"model.layers.22.self_attn.v_experts.58",
"model.layers.22.self_attn.v_experts.59",
"model.layers.22.self_attn.v_experts.60",
"model.layers.22.self_attn.v_experts.61",
"model.layers.22.self_attn.v_experts.62",
"model.layers.22.self_attn.v_experts.63",
"model.layers.22.self_attn.gate_proj",
"model.layers.22.mlp.gate",
"model.layers.22.mlp.shared_experts.gate_proj",
"model.layers.22.mlp.shared_experts.up_proj",
"model.layers.22.mlp.shared_experts.down_proj",
"model.layers.23.self_attn.q_proj",
"model.layers.23.self_attn.k_proj",
"model.layers.23.self_attn.o_proj",
"model.layers.23.self_attn.v_router",
"model.layers.23.self_attn.v_experts.0",
"model.layers.23.self_attn.v_experts.1",
"model.layers.23.self_attn.v_experts.2",
"model.layers.23.self_attn.v_experts.3",
"model.layers.23.self_attn.v_experts.4",
"model.layers.23.self_attn.v_experts.5",
"model.layers.23.self_attn.v_experts.6",
"model.layers.23.self_attn.v_experts.7",
"model.layers.23.self_attn.v_experts.8",
"model.layers.23.self_attn.v_experts.9",
"model.layers.23.self_attn.v_experts.10",
"model.layers.23.self_attn.v_experts.11",
"model.layers.23.self_attn.v_experts.12",
"model.layers.23.self_attn.v_experts.13",
"model.layers.23.self_attn.v_experts.14",
"model.layers.23.self_attn.v_experts.15",
"model.layers.23.self_attn.v_experts.16",
"model.layers.23.self_attn.v_experts.17",
"model.layers.23.self_attn.v_experts.18",
"model.layers.23.self_attn.v_experts.19",
"model.layers.23.self_attn.v_experts.20",
"model.layers.23.self_attn.v_experts.21",
"model.layers.23.self_attn.v_experts.22",
"model.layers.23.self_attn.v_experts.23",
"model.layers.23.self_attn.v_experts.24",
"model.layers.23.self_attn.v_experts.25",
"model.layers.23.self_attn.v_experts.26",
"model.layers.23.self_attn.v_experts.27",
"model.layers.23.self_attn.v_experts.28",
"model.layers.23.self_attn.v_experts.29",
"model.layers.23.self_attn.v_experts.30",
"model.layers.23.self_attn.v_experts.31",
"model.layers.23.self_attn.v_experts.32",
"model.layers.23.self_attn.v_experts.33",
"model.layers.23.self_attn.v_experts.34",
"model.layers.23.self_attn.v_experts.35",
"model.layers.23.self_attn.v_experts.36",
"model.layers.23.self_attn.v_experts.37",
"model.layers.23.self_attn.v_experts.38",
"model.layers.23.self_attn.v_experts.39",
"model.layers.23.self_attn.v_experts.40",
"model.layers.23.self_attn.v_experts.41",
"model.layers.23.self_attn.v_experts.42",
"model.layers.23.self_attn.v_experts.43",
"model.layers.23.self_attn.v_experts.44",
"model.layers.23.self_attn.v_experts.45",
"model.layers.23.self_attn.v_experts.46",
"model.layers.23.self_attn.v_experts.47",
"model.layers.23.self_attn.v_experts.48",
"model.layers.23.self_attn.v_experts.49",
"model.layers.23.self_attn.v_experts.50",
"model.layers.23.self_attn.v_experts.51",
"model.layers.23.self_attn.v_experts.52",
"model.layers.23.self_attn.v_experts.53",
"model.layers.23.self_attn.v_experts.54",
"model.layers.23.self_attn.v_experts.55",
"model.layers.23.self_attn.v_experts.56",
"model.layers.23.self_attn.v_experts.57",
"model.layers.23.self_attn.v_experts.58",
"model.layers.23.self_attn.v_experts.59",
"model.layers.23.self_attn.v_experts.60",
"model.layers.23.self_attn.v_experts.61",
"model.layers.23.self_attn.v_experts.62",
"model.layers.23.self_attn.v_experts.63",
"model.layers.23.self_attn.gate_proj",
"model.layers.23.mlp.gate",
"model.layers.23.mlp.shared_experts.gate_proj",
"model.layers.23.mlp.shared_experts.up_proj",
"model.layers.23.mlp.shared_experts.down_proj",
"model.layers.24.self_attn.q_proj",
"model.layers.24.self_attn.k_proj",
"model.layers.24.self_attn.o_proj",
"model.layers.24.self_attn.v_router",
"model.layers.24.self_attn.v_experts.0",
"model.layers.24.self_attn.v_experts.1",
"model.layers.24.self_attn.v_experts.2",
"model.layers.24.self_attn.v_experts.3",
"model.layers.24.self_attn.v_experts.4",
"model.layers.24.self_attn.v_experts.5",
"model.layers.24.self_attn.v_experts.6",
"model.layers.24.self_attn.v_experts.7",
"model.layers.24.self_attn.v_experts.8",
"model.layers.24.self_attn.v_experts.9",
"model.layers.24.self_attn.v_experts.10",
"model.layers.24.self_attn.v_experts.11",
"model.layers.24.self_attn.v_experts.12",
"model.layers.24.self_attn.v_experts.13",
"model.layers.24.self_attn.v_experts.14",
"model.layers.24.self_attn.v_experts.15",
"model.layers.24.self_attn.v_experts.16",
"model.layers.24.self_attn.v_experts.17",
"model.layers.24.self_attn.v_experts.18",
"model.layers.24.self_attn.v_experts.19",
"model.layers.24.self_attn.v_experts.20",
"model.layers.24.self_attn.v_experts.21",
"model.layers.24.self_attn.v_experts.22",
"model.layers.24.self_attn.v_experts.23",
"model.layers.24.self_attn.v_experts.24",
"model.layers.24.self_attn.v_experts.25",
"model.layers.24.self_attn.v_experts.26",
"model.layers.24.self_attn.v_experts.27",
"model.layers.24.self_attn.v_experts.28",
"model.layers.24.self_attn.v_experts.29",
"model.layers.24.self_attn.v_experts.30",
"model.layers.24.self_attn.v_experts.31",
"model.layers.24.self_attn.v_experts.32",
"model.layers.24.self_attn.v_experts.33",
"model.layers.24.self_attn.v_experts.34",
"model.layers.24.self_attn.v_experts.35",
"model.layers.24.self_attn.v_experts.36",
"model.layers.24.self_attn.v_experts.37",
"model.layers.24.self_attn.v_experts.38",
"model.layers.24.self_attn.v_experts.39",
"model.layers.24.self_attn.v_experts.40",
"model.layers.24.self_attn.v_experts.41",
"model.layers.24.self_attn.v_experts.42",
"model.layers.24.self_attn.v_experts.43",
"model.layers.24.self_attn.v_experts.44",
"model.layers.24.self_attn.v_experts.45",
"model.layers.24.self_attn.v_experts.46",
"model.layers.24.self_attn.v_experts.47",
"model.layers.24.self_attn.v_experts.48",
"model.layers.24.self_attn.v_experts.49",
"model.layers.24.self_attn.v_experts.50",
"model.layers.24.self_attn.v_experts.51",
"model.layers.24.self_attn.v_experts.52",
"model.layers.24.self_attn.v_experts.53",
"model.layers.24.self_attn.v_experts.54",
"model.layers.24.self_attn.v_experts.55",
"model.layers.24.self_attn.v_experts.56",
"model.layers.24.self_attn.v_experts.57",
"model.layers.24.self_attn.v_experts.58",
"model.layers.24.self_attn.v_experts.59",
"model.layers.24.self_attn.v_experts.60",
"model.layers.24.self_attn.v_experts.61",
"model.layers.24.self_attn.v_experts.62",
"model.layers.24.self_attn.v_experts.63",
"model.layers.24.self_attn.gate_proj",
"model.layers.24.mlp.gate",
"model.layers.24.mlp.shared_experts.gate_proj",
"model.layers.24.mlp.shared_experts.up_proj",
"model.layers.24.mlp.shared_experts.down_proj",
"model.layers.25.self_attn.q_proj",
"model.layers.25.self_attn.k_proj",
"model.layers.25.self_attn.o_proj",
"model.layers.25.self_attn.v_router",
"model.layers.25.self_attn.v_experts.0",
"model.layers.25.self_attn.v_experts.1",
"model.layers.25.self_attn.v_experts.2",
"model.layers.25.self_attn.v_experts.3",
"model.layers.25.self_attn.v_experts.4",
"model.layers.25.self_attn.v_experts.5",
"model.layers.25.self_attn.v_experts.6",
"model.layers.25.self_attn.v_experts.7",
"model.layers.25.self_attn.v_experts.8",
"model.layers.25.self_attn.v_experts.9",
"model.layers.25.self_attn.v_experts.10",
"model.layers.25.self_attn.v_experts.11",
"model.layers.25.self_attn.v_experts.12",
"model.layers.25.self_attn.v_experts.13",
"model.layers.25.self_attn.v_experts.14",
"model.layers.25.self_attn.v_experts.15",
"model.layers.25.self_attn.v_experts.16",
"model.layers.25.self_attn.v_experts.17",
"model.layers.25.self_attn.v_experts.18",
"model.layers.25.self_attn.v_experts.19",
"model.layers.25.self_attn.v_experts.20",
"model.layers.25.self_attn.v_experts.21",
"model.layers.25.self_attn.v_experts.22",
"model.layers.25.self_attn.v_experts.23",
"model.layers.25.self_attn.v_experts.24",
"model.layers.25.self_attn.v_experts.25",
"model.layers.25.self_attn.v_experts.26",
"model.layers.25.self_attn.v_experts.27",
"model.layers.25.self_attn.v_experts.28",
"model.layers.25.self_attn.v_experts.29",
"model.layers.25.self_attn.v_experts.30",
"model.layers.25.self_attn.v_experts.31",
"model.layers.25.self_attn.v_experts.32",
"model.layers.25.self_attn.v_experts.33",
"model.layers.25.self_attn.v_experts.34",
"model.layers.25.self_attn.v_experts.35",
"model.layers.25.self_attn.v_experts.36",
"model.layers.25.self_attn.v_experts.37",
"model.layers.25.self_attn.v_experts.38",
"model.layers.25.self_attn.v_experts.39",
"model.layers.25.self_attn.v_experts.40",
"model.layers.25.self_attn.v_experts.41",
"model.layers.25.self_attn.v_experts.42",
"model.layers.25.self_attn.v_experts.43",
"model.layers.25.self_attn.v_experts.44",
"model.layers.25.self_attn.v_experts.45",
"model.layers.25.self_attn.v_experts.46",
"model.layers.25.self_attn.v_experts.47",
"model.layers.25.self_attn.v_experts.48",
"model.layers.25.self_attn.v_experts.49",
"model.layers.25.self_attn.v_experts.50",
"model.layers.25.self_attn.v_experts.51",
"model.layers.25.self_attn.v_experts.52",
"model.layers.25.self_attn.v_experts.53",
"model.layers.25.self_attn.v_experts.54",
"model.layers.25.self_attn.v_experts.55",
"model.layers.25.self_attn.v_experts.56",
"model.layers.25.self_attn.v_experts.57",
"model.layers.25.self_attn.v_experts.58",
"model.layers.25.self_attn.v_experts.59",
"model.layers.25.self_attn.v_experts.60",
"model.layers.25.self_attn.v_experts.61",
"model.layers.25.self_attn.v_experts.62",
"model.layers.25.self_attn.v_experts.63",
"model.layers.25.self_attn.gate_proj",
"model.layers.25.mlp.gate",
"model.layers.25.mlp.shared_experts.gate_proj",
"model.layers.25.mlp.shared_experts.up_proj",
"model.layers.25.mlp.shared_experts.down_proj",
"model.layers.26.self_attn.q_proj",
"model.layers.26.self_attn.k_proj",
"model.layers.26.self_attn.o_proj",
"model.layers.26.self_attn.v_router",
"model.layers.26.self_attn.v_experts.0",
"model.layers.26.self_attn.v_experts.1",
"model.layers.26.self_attn.v_experts.2",
"model.layers.26.self_attn.v_experts.3",
"model.layers.26.self_attn.v_experts.4",
"model.layers.26.self_attn.v_experts.5",
"model.layers.26.self_attn.v_experts.6",
"model.layers.26.self_attn.v_experts.7",
"model.layers.26.self_attn.v_experts.8",
"model.layers.26.self_attn.v_experts.9",
"model.layers.26.self_attn.v_experts.10",
"model.layers.26.self_attn.v_experts.11",
"model.layers.26.self_attn.v_experts.12",
"model.layers.26.self_attn.v_experts.13",
"model.layers.26.self_attn.v_experts.14",
"model.layers.26.self_attn.v_experts.15",
"model.layers.26.self_attn.v_experts.16",
"model.layers.26.self_attn.v_experts.17",
"model.layers.26.self_attn.v_experts.18",
"model.layers.26.self_attn.v_experts.19",
"model.layers.26.self_attn.v_experts.20",
"model.layers.26.self_attn.v_experts.21",
"model.layers.26.self_attn.v_experts.22",
"model.layers.26.self_attn.v_experts.23",
"model.layers.26.self_attn.v_experts.24",
"model.layers.26.self_attn.v_experts.25",
"model.layers.26.self_attn.v_experts.26",
"model.layers.26.self_attn.v_experts.27",
"model.layers.26.self_attn.v_experts.28",
"model.layers.26.self_attn.v_experts.29",
"model.layers.26.self_attn.v_experts.30",
"model.layers.26.self_attn.v_experts.31",
"model.layers.26.self_attn.v_experts.32",
"model.layers.26.self_attn.v_experts.33",
"model.layers.26.self_attn.v_experts.34",
"model.layers.26.self_attn.v_experts.35",
"model.layers.26.self_attn.v_experts.36",
"model.layers.26.self_attn.v_experts.37",
"model.layers.26.self_attn.v_experts.38",
"model.layers.26.self_attn.v_experts.39",
"model.layers.26.self_attn.v_experts.40",
"model.layers.26.self_attn.v_experts.41",
"model.layers.26.self_attn.v_experts.42",
"model.layers.26.self_attn.v_experts.43",
"model.layers.26.self_attn.v_experts.44",
"model.layers.26.self_attn.v_experts.45",
"model.layers.26.self_attn.v_experts.46",
"model.layers.26.self_attn.v_experts.47",
"model.layers.26.self_attn.v_experts.48",
"model.layers.26.self_attn.v_experts.49",
"model.layers.26.self_attn.v_experts.50",
"model.layers.26.self_attn.v_experts.51",
"model.layers.26.self_attn.v_experts.52",
"model.layers.26.self_attn.v_experts.53",
"model.layers.26.self_attn.v_experts.54",
"model.layers.26.self_attn.v_experts.55",
"model.layers.26.self_attn.v_experts.56",
"model.layers.26.self_attn.v_experts.57",
"model.layers.26.self_attn.v_experts.58",
"model.layers.26.self_attn.v_experts.59",
"model.layers.26.self_attn.v_experts.60",
"model.layers.26.self_attn.v_experts.61",
"model.layers.26.self_attn.v_experts.62",
"model.layers.26.self_attn.v_experts.63",
"model.layers.26.self_attn.gate_proj",
"model.layers.26.mlp.gate",
"model.layers.26.mlp.shared_experts.gate_proj",
"model.layers.26.mlp.shared_experts.up_proj",
"model.layers.26.mlp.shared_experts.down_proj",
"model.layers.27.self_attn.q_proj",
"model.layers.27.self_attn.k_proj",
"model.layers.27.self_attn.o_proj",
"model.layers.27.self_attn.v_router",
"model.layers.27.self_attn.v_experts.0",
"model.layers.27.self_attn.v_experts.1",
"model.layers.27.self_attn.v_experts.2",
"model.layers.27.self_attn.v_experts.3",
"model.layers.27.self_attn.v_experts.4",
"model.layers.27.self_attn.v_experts.5",
"model.layers.27.self_attn.v_experts.6",
"model.layers.27.self_attn.v_experts.7",
"model.layers.27.self_attn.v_experts.8",
"model.layers.27.self_attn.v_experts.9",
"model.layers.27.self_attn.v_experts.10",
"model.layers.27.self_attn.v_experts.11",
"model.layers.27.self_attn.v_experts.12",
"model.layers.27.self_attn.v_experts.13",
"model.layers.27.self_attn.v_experts.14",
"model.layers.27.self_attn.v_experts.15",
"model.layers.27.self_attn.v_experts.16",
"model.layers.27.self_attn.v_experts.17",
"model.layers.27.self_attn.v_experts.18",
"model.layers.27.self_attn.v_experts.19",
"model.layers.27.self_attn.v_experts.20",
"model.layers.27.self_attn.v_experts.21",
"model.layers.27.self_attn.v_experts.22",
"model.layers.27.self_attn.v_experts.23",
"model.layers.27.self_attn.v_experts.24",
"model.layers.27.self_attn.v_experts.25",
"model.layers.27.self_attn.v_experts.26",
"model.layers.27.self_attn.v_experts.27",
"model.layers.27.self_attn.v_experts.28",
"model.layers.27.self_attn.v_experts.29",
"model.layers.27.self_attn.v_experts.30",
"model.layers.27.self_attn.v_experts.31",
"model.layers.27.self_attn.v_experts.32",
"model.layers.27.self_attn.v_experts.33",
"model.layers.27.self_attn.v_experts.34",
"model.layers.27.self_attn.v_experts.35",
"model.layers.27.self_attn.v_experts.36",
"model.layers.27.self_attn.v_experts.37",
"model.layers.27.self_attn.v_experts.38",
"model.layers.27.self_attn.v_experts.39",
"model.layers.27.self_attn.v_experts.40",
"model.layers.27.self_attn.v_experts.41",
"model.layers.27.self_attn.v_experts.42",
"model.layers.27.self_attn.v_experts.43",
"model.layers.27.self_attn.v_experts.44",
"model.layers.27.self_attn.v_experts.45",
"model.layers.27.self_attn.v_experts.46",
"model.layers.27.self_attn.v_experts.47",
"model.layers.27.self_attn.v_experts.48",
"model.layers.27.self_attn.v_experts.49",
"model.layers.27.self_attn.v_experts.50",
"model.layers.27.self_attn.v_experts.51",
"model.layers.27.self_attn.v_experts.52",
"model.layers.27.self_attn.v_experts.53",
"model.layers.27.self_attn.v_experts.54",
"model.layers.27.self_attn.v_experts.55",
"model.layers.27.self_attn.v_experts.56",
"model.layers.27.self_attn.v_experts.57",
"model.layers.27.self_attn.v_experts.58",
"model.layers.27.self_attn.v_experts.59",
"model.layers.27.self_attn.v_experts.60",
"model.layers.27.self_attn.v_experts.61",
"model.layers.27.self_attn.v_experts.62",
"model.layers.27.self_attn.v_experts.63",
"model.layers.27.self_attn.gate_proj",
"model.layers.27.mlp.gate",
"model.layers.27.mlp.shared_experts.gate_proj",
"model.layers.27.mlp.shared_experts.up_proj",
"model.layers.27.mlp.shared_experts.down_proj",
"model.layers.28.self_attn.q_proj",
"model.layers.28.self_attn.k_proj",
"model.layers.28.self_attn.o_proj",
"model.layers.28.self_attn.v_router",
"model.layers.28.self_attn.v_experts.0",
"model.layers.28.self_attn.v_experts.1",
"model.layers.28.self_attn.v_experts.2",
"model.layers.28.self_attn.v_experts.3",
"model.layers.28.self_attn.v_experts.4",
"model.layers.28.self_attn.v_experts.5",
"model.layers.28.self_attn.v_experts.6",
"model.layers.28.self_attn.v_experts.7",
"model.layers.28.self_attn.v_experts.8",
"model.layers.28.self_attn.v_experts.9",
"model.layers.28.self_attn.v_experts.10",
"model.layers.28.self_attn.v_experts.11",
"model.layers.28.self_attn.v_experts.12",
"model.layers.28.self_attn.v_experts.13",
"model.layers.28.self_attn.v_experts.14",
"model.layers.28.self_attn.v_experts.15",
"model.layers.28.self_attn.v_experts.16",
"model.layers.28.self_attn.v_experts.17",
"model.layers.28.self_attn.v_experts.18",
"model.layers.28.self_attn.v_experts.19",
"model.layers.28.self_attn.v_experts.20",
"model.layers.28.self_attn.v_experts.21",
"model.layers.28.self_attn.v_experts.22",
"model.layers.28.self_attn.v_experts.23",
"model.layers.28.self_attn.v_experts.24",
"model.layers.28.self_attn.v_experts.25",
"model.layers.28.self_attn.v_experts.26",
"model.layers.28.self_attn.v_experts.27",
"model.layers.28.self_attn.v_experts.28",
"model.layers.28.self_attn.v_experts.29",
"model.layers.28.self_attn.v_experts.30",
"model.layers.28.self_attn.v_experts.31",
"model.layers.28.self_attn.v_experts.32",
"model.layers.28.self_attn.v_experts.33",
"model.layers.28.self_attn.v_experts.34",
"model.layers.28.self_attn.v_experts.35",
"model.layers.28.self_attn.v_experts.36",
"model.layers.28.self_attn.v_experts.37",
"model.layers.28.self_attn.v_experts.38",
"model.layers.28.self_attn.v_experts.39",
"model.layers.28.self_attn.v_experts.40",
"model.layers.28.self_attn.v_experts.41",
"model.layers.28.self_attn.v_experts.42",
"model.layers.28.self_attn.v_experts.43",
"model.layers.28.self_attn.v_experts.44",
"model.layers.28.self_attn.v_experts.45",
"model.layers.28.self_attn.v_experts.46",
"model.layers.28.self_attn.v_experts.47",
"model.layers.28.self_attn.v_experts.48",
"model.layers.28.self_attn.v_experts.49",
"model.layers.28.self_attn.v_experts.50",
"model.layers.28.self_attn.v_experts.51",
"model.layers.28.self_attn.v_experts.52",
"model.layers.28.self_attn.v_experts.53",
"model.layers.28.self_attn.v_experts.54",
"model.layers.28.self_attn.v_experts.55",
"model.layers.28.self_attn.v_experts.56",
"model.layers.28.self_attn.v_experts.57",
"model.layers.28.self_attn.v_experts.58",
"model.layers.28.self_attn.v_experts.59",
"model.layers.28.self_attn.v_experts.60",
"model.layers.28.self_attn.v_experts.61",
"model.layers.28.self_attn.v_experts.62",
"model.layers.28.self_attn.v_experts.63",
"model.layers.28.self_attn.gate_proj",
"model.layers.28.mlp.gate",
"model.layers.28.mlp.shared_experts.gate_proj",
"model.layers.28.mlp.shared_experts.up_proj",
"model.layers.28.mlp.shared_experts.down_proj",
"model.layers.29.self_attn.q_proj",
"model.layers.29.self_attn.k_proj",
"model.layers.29.self_attn.o_proj",
"model.layers.29.self_attn.v_router",
"model.layers.29.self_attn.v_experts.0",
"model.layers.29.self_attn.v_experts.1",
"model.layers.29.self_attn.v_experts.2",
"model.layers.29.self_attn.v_experts.3",
"model.layers.29.self_attn.v_experts.4",
"model.layers.29.self_attn.v_experts.5",
"model.layers.29.self_attn.v_experts.6",
"model.layers.29.self_attn.v_experts.7",
"model.layers.29.self_attn.v_experts.8",
"model.layers.29.self_attn.v_experts.9",
"model.layers.29.self_attn.v_experts.10",
"model.layers.29.self_attn.v_experts.11",
"model.layers.29.self_attn.v_experts.12",
"model.layers.29.self_attn.v_experts.13",
"model.layers.29.self_attn.v_experts.14",
"model.layers.29.self_attn.v_experts.15",
"model.layers.29.self_attn.v_experts.16",
"model.layers.29.self_attn.v_experts.17",
"model.layers.29.self_attn.v_experts.18",
"model.layers.29.self_attn.v_experts.19",
"model.layers.29.self_attn.v_experts.20",
"model.layers.29.self_attn.v_experts.21",
"model.layers.29.self_attn.v_experts.22",
"model.layers.29.self_attn.v_experts.23",
"model.layers.29.self_attn.v_experts.24",
"model.layers.29.self_attn.v_experts.25",
"model.layers.29.self_attn.v_experts.26",
"model.layers.29.self_attn.v_experts.27",
"model.layers.29.self_attn.v_experts.28",
"model.layers.29.self_attn.v_experts.29",
"model.layers.29.self_attn.v_experts.30",
"model.layers.29.self_attn.v_experts.31",
"model.layers.29.self_attn.v_experts.32",
"model.layers.29.self_attn.v_experts.33",
"model.layers.29.self_attn.v_experts.34",
"model.layers.29.self_attn.v_experts.35",
"model.layers.29.self_attn.v_experts.36",
"model.layers.29.self_attn.v_experts.37",
"model.layers.29.self_attn.v_experts.38",
"model.layers.29.self_attn.v_experts.39",
"model.layers.29.self_attn.v_experts.40",
"model.layers.29.self_attn.v_experts.41",
"model.layers.29.self_attn.v_experts.42",
"model.layers.29.self_attn.v_experts.43",
"model.layers.29.self_attn.v_experts.44",
"model.layers.29.self_attn.v_experts.45",
"model.layers.29.self_attn.v_experts.46",
"model.layers.29.self_attn.v_experts.47",
"model.layers.29.self_attn.v_experts.48",
"model.layers.29.self_attn.v_experts.49",
"model.layers.29.self_attn.v_experts.50",
"model.layers.29.self_attn.v_experts.51",
"model.layers.29.self_attn.v_experts.52",
"model.layers.29.self_attn.v_experts.53",
"model.layers.29.self_attn.v_experts.54",
"model.layers.29.self_attn.v_experts.55",
"model.layers.29.self_attn.v_experts.56",
"model.layers.29.self_attn.v_experts.57",
"model.layers.29.self_attn.v_experts.58",
"model.layers.29.self_attn.v_experts.59",
"model.layers.29.self_attn.v_experts.60",
"model.layers.29.self_attn.v_experts.61",
"model.layers.29.self_attn.v_experts.62",
"model.layers.29.self_attn.v_experts.63",
"model.layers.29.self_attn.gate_proj",
"model.layers.29.mlp.gate",
"model.layers.29.mlp.shared_experts.gate_proj",
"model.layers.29.mlp.shared_experts.up_proj",
"model.layers.29.mlp.shared_experts.down_proj",
"model.layers.30.self_attn.q_proj",
"model.layers.30.self_attn.k_proj",
"model.layers.30.self_attn.o_proj",
"model.layers.30.self_attn.v_router",
"model.layers.30.self_attn.v_experts.0",
"model.layers.30.self_attn.v_experts.1",
"model.layers.30.self_attn.v_experts.2",
"model.layers.30.self_attn.v_experts.3",
"model.layers.30.self_attn.v_experts.4",
"model.layers.30.self_attn.v_experts.5",
"model.layers.30.self_attn.v_experts.6",
"model.layers.30.self_attn.v_experts.7",
"model.layers.30.self_attn.v_experts.8",
"model.layers.30.self_attn.v_experts.9",
"model.layers.30.self_attn.v_experts.10",
"model.layers.30.self_attn.v_experts.11",
"model.layers.30.self_attn.v_experts.12",
"model.layers.30.self_attn.v_experts.13",
"model.layers.30.self_attn.v_experts.14",
"model.layers.30.self_attn.v_experts.15",
"model.layers.30.self_attn.v_experts.16",
"model.layers.30.self_attn.v_experts.17",
"model.layers.30.self_attn.v_experts.18",
"model.layers.30.self_attn.v_experts.19",
"model.layers.30.self_attn.v_experts.20",
"model.layers.30.self_attn.v_experts.21",
"model.layers.30.self_attn.v_experts.22",
"model.layers.30.self_attn.v_experts.23",
"model.layers.30.self_attn.v_experts.24",
"model.layers.30.self_attn.v_experts.25",
"model.layers.30.self_attn.v_experts.26",
"model.layers.30.self_attn.v_experts.27",
"model.layers.30.self_attn.v_experts.28",
"model.layers.30.self_attn.v_experts.29",
"model.layers.30.self_attn.v_experts.30",
"model.layers.30.self_attn.v_experts.31",
"model.layers.30.self_attn.v_experts.32",
"model.layers.30.self_attn.v_experts.33",
"model.layers.30.self_attn.v_experts.34",
"model.layers.30.self_attn.v_experts.35",
"model.layers.30.self_attn.v_experts.36",
"model.layers.30.self_attn.v_experts.37",
"model.layers.30.self_attn.v_experts.38",
"model.layers.30.self_attn.v_experts.39",
"model.layers.30.self_attn.v_experts.40",
"model.layers.30.self_attn.v_experts.41",
"model.layers.30.self_attn.v_experts.42",
"model.layers.30.self_attn.v_experts.43",
"model.layers.30.self_attn.v_experts.44",
"model.layers.30.self_attn.v_experts.45",
"model.layers.30.self_attn.v_experts.46",
"model.layers.30.self_attn.v_experts.47",
"model.layers.30.self_attn.v_experts.48",
"model.layers.30.self_attn.v_experts.49",
"model.layers.30.self_attn.v_experts.50",
"model.layers.30.self_attn.v_experts.51",
"model.layers.30.self_attn.v_experts.52",
"model.layers.30.self_attn.v_experts.53",
"model.layers.30.self_attn.v_experts.54",
"model.layers.30.self_attn.v_experts.55",
"model.layers.30.self_attn.v_experts.56",
"model.layers.30.self_attn.v_experts.57",
"model.layers.30.self_attn.v_experts.58",
"model.layers.30.self_attn.v_experts.59",
"model.layers.30.self_attn.v_experts.60",
"model.layers.30.self_attn.v_experts.61",
"model.layers.30.self_attn.v_experts.62",
"model.layers.30.self_attn.v_experts.63",
"model.layers.30.self_attn.gate_proj",
"model.layers.30.mlp.gate",
"model.layers.30.mlp.shared_experts.gate_proj",
"model.layers.30.mlp.shared_experts.up_proj",
"model.layers.30.mlp.shared_experts.down_proj",
"model.layers.31.self_attn.q_proj",
"model.layers.31.self_attn.k_proj",
"model.layers.31.self_attn.o_proj",
"model.layers.31.self_attn.v_router",
"model.layers.31.self_attn.v_experts.0",
"model.layers.31.self_attn.v_experts.1",
"model.layers.31.self_attn.v_experts.2",
"model.layers.31.self_attn.v_experts.3",
"model.layers.31.self_attn.v_experts.4",
"model.layers.31.self_attn.v_experts.5",
"model.layers.31.self_attn.v_experts.6",
"model.layers.31.self_attn.v_experts.7",
"model.layers.31.self_attn.v_experts.8",
"model.layers.31.self_attn.v_experts.9",
"model.layers.31.self_attn.v_experts.10",
"model.layers.31.self_attn.v_experts.11",
"model.layers.31.self_attn.v_experts.12",
"model.layers.31.self_attn.v_experts.13",
"model.layers.31.self_attn.v_experts.14",
"model.layers.31.self_attn.v_experts.15",
"model.layers.31.self_attn.v_experts.16",
"model.layers.31.self_attn.v_experts.17",
"model.layers.31.self_attn.v_experts.18",
"model.layers.31.self_attn.v_experts.19",
"model.layers.31.self_attn.v_experts.20",
"model.layers.31.self_attn.v_experts.21",
"model.layers.31.self_attn.v_experts.22",
"model.layers.31.self_attn.v_experts.23",
"model.layers.31.self_attn.v_experts.24",
"model.layers.31.self_attn.v_experts.25",
"model.layers.31.self_attn.v_experts.26",
"model.layers.31.self_attn.v_experts.27",
"model.layers.31.self_attn.v_experts.28",
"model.layers.31.self_attn.v_experts.29",
"model.layers.31.self_attn.v_experts.30",
"model.layers.31.self_attn.v_experts.31",
"model.layers.31.self_attn.v_experts.32",
"model.layers.31.self_attn.v_experts.33",
"model.layers.31.self_attn.v_experts.34",
"model.layers.31.self_attn.v_experts.35",
"model.layers.31.self_attn.v_experts.36",
"model.layers.31.self_attn.v_experts.37",
"model.layers.31.self_attn.v_experts.38",
"model.layers.31.self_attn.v_experts.39",
"model.layers.31.self_attn.v_experts.40",
"model.layers.31.self_attn.v_experts.41",
"model.layers.31.self_attn.v_experts.42",
"model.layers.31.self_attn.v_experts.43",
"model.layers.31.self_attn.v_experts.44",
"model.layers.31.self_attn.v_experts.45",
"model.layers.31.self_attn.v_experts.46",
"model.layers.31.self_attn.v_experts.47",
"model.layers.31.self_attn.v_experts.48",
"model.layers.31.self_attn.v_experts.49",
"model.layers.31.self_attn.v_experts.50",
"model.layers.31.self_attn.v_experts.51",
"model.layers.31.self_attn.v_experts.52",
"model.layers.31.self_attn.v_experts.53",
"model.layers.31.self_attn.v_experts.54",
"model.layers.31.self_attn.v_experts.55",
"model.layers.31.self_attn.v_experts.56",
"model.layers.31.self_attn.v_experts.57",
"model.layers.31.self_attn.v_experts.58",
"model.layers.31.self_attn.v_experts.59",
"model.layers.31.self_attn.v_experts.60",
"model.layers.31.self_attn.v_experts.61",
"model.layers.31.self_attn.v_experts.62",
"model.layers.31.self_attn.v_experts.63",
"model.layers.31.self_attn.gate_proj",
"model.layers.31.mlp.gate",
"model.layers.31.mlp.shared_experts.gate_proj",
"model.layers.31.mlp.shared_experts.up_proj",
"model.layers.31.mlp.shared_experts.down_proj",
"model.layers.32.self_attn.q_proj",
"model.layers.32.self_attn.k_proj",
"model.layers.32.self_attn.o_proj",
"model.layers.32.self_attn.v_router",
"model.layers.32.self_attn.v_experts.0",
"model.layers.32.self_attn.v_experts.1",
"model.layers.32.self_attn.v_experts.2",
"model.layers.32.self_attn.v_experts.3",
"model.layers.32.self_attn.v_experts.4",
"model.layers.32.self_attn.v_experts.5",
"model.layers.32.self_attn.v_experts.6",
"model.layers.32.self_attn.v_experts.7",
"model.layers.32.self_attn.v_experts.8",
"model.layers.32.self_attn.v_experts.9",
"model.layers.32.self_attn.v_experts.10",
"model.layers.32.self_attn.v_experts.11",
"model.layers.32.self_attn.v_experts.12",
"model.layers.32.self_attn.v_experts.13",
"model.layers.32.self_attn.v_experts.14",
"model.layers.32.self_attn.v_experts.15",
"model.layers.32.self_attn.v_experts.16",
"model.layers.32.self_attn.v_experts.17",
"model.layers.32.self_attn.v_experts.18",
"model.layers.32.self_attn.v_experts.19",
"model.layers.32.self_attn.v_experts.20",
"model.layers.32.self_attn.v_experts.21",
"model.layers.32.self_attn.v_experts.22",
"model.layers.32.self_attn.v_experts.23",
"model.layers.32.self_attn.v_experts.24",
"model.layers.32.self_attn.v_experts.25",
"model.layers.32.self_attn.v_experts.26",
"model.layers.32.self_attn.v_experts.27",
"model.layers.32.self_attn.v_experts.28",
"model.layers.32.self_attn.v_experts.29",
"model.layers.32.self_attn.v_experts.30",
"model.layers.32.self_attn.v_experts.31",
"model.layers.32.self_attn.v_experts.32",
"model.layers.32.self_attn.v_experts.33",
"model.layers.32.self_attn.v_experts.34",
"model.layers.32.self_attn.v_experts.35",
"model.layers.32.self_attn.v_experts.36",
"model.layers.32.self_attn.v_experts.37",
"model.layers.32.self_attn.v_experts.38",
"model.layers.32.self_attn.v_experts.39",
"model.layers.32.self_attn.v_experts.40",
"model.layers.32.self_attn.v_experts.41",
"model.layers.32.self_attn.v_experts.42",
"model.layers.32.self_attn.v_experts.43",
"model.layers.32.self_attn.v_experts.44",
"model.layers.32.self_attn.v_experts.45",
"model.layers.32.self_attn.v_experts.46",
"model.layers.32.self_attn.v_experts.47",
"model.layers.32.self_attn.v_experts.48",
"model.layers.32.self_attn.v_experts.49",
"model.layers.32.self_attn.v_experts.50",
"model.layers.32.self_attn.v_experts.51",
"model.layers.32.self_attn.v_experts.52",
"model.layers.32.self_attn.v_experts.53",
"model.layers.32.self_attn.v_experts.54",
"model.layers.32.self_attn.v_experts.55",
"model.layers.32.self_attn.v_experts.56",
"model.layers.32.self_attn.v_experts.57",
"model.layers.32.self_attn.v_experts.58",
"model.layers.32.self_attn.v_experts.59",
"model.layers.32.self_attn.v_experts.60",
"model.layers.32.self_attn.v_experts.61",
"model.layers.32.self_attn.v_experts.62",
"model.layers.32.self_attn.v_experts.63",
"model.layers.32.self_attn.gate_proj",
"model.layers.32.mlp.gate",
"model.layers.32.mlp.shared_experts.gate_proj",
"model.layers.32.mlp.shared_experts.up_proj",
"model.layers.32.mlp.shared_experts.down_proj",
"model.layers.33.self_attn.q_proj",
"model.layers.33.self_attn.k_proj",
"model.layers.33.self_attn.o_proj",
"model.layers.33.self_attn.v_router",
"model.layers.33.self_attn.v_experts.0",
"model.layers.33.self_attn.v_experts.1",
"model.layers.33.self_attn.v_experts.2",
"model.layers.33.self_attn.v_experts.3",
"model.layers.33.self_attn.v_experts.4",
"model.layers.33.self_attn.v_experts.5",
"model.layers.33.self_attn.v_experts.6",
"model.layers.33.self_attn.v_experts.7",
"model.layers.33.self_attn.v_experts.8",
"model.layers.33.self_attn.v_experts.9",
"model.layers.33.self_attn.v_experts.10",
"model.layers.33.self_attn.v_experts.11",
"model.layers.33.self_attn.v_experts.12",
"model.layers.33.self_attn.v_experts.13",
"model.layers.33.self_attn.v_experts.14",
"model.layers.33.self_attn.v_experts.15",
"model.layers.33.self_attn.v_experts.16",
"model.layers.33.self_attn.v_experts.17",
"model.layers.33.self_attn.v_experts.18",
"model.layers.33.self_attn.v_experts.19",
"model.layers.33.self_attn.v_experts.20",
"model.layers.33.self_attn.v_experts.21",
"model.layers.33.self_attn.v_experts.22",
"model.layers.33.self_attn.v_experts.23",
"model.layers.33.self_attn.v_experts.24",
"model.layers.33.self_attn.v_experts.25",
"model.layers.33.self_attn.v_experts.26",
"model.layers.33.self_attn.v_experts.27",
"model.layers.33.self_attn.v_experts.28",
"model.layers.33.self_attn.v_experts.29",
"model.layers.33.self_attn.v_experts.30",
"model.layers.33.self_attn.v_experts.31",
"model.layers.33.self_attn.v_experts.32",
"model.layers.33.self_attn.v_experts.33",
"model.layers.33.self_attn.v_experts.34",
"model.layers.33.self_attn.v_experts.35",
"model.layers.33.self_attn.v_experts.36",
"model.layers.33.self_attn.v_experts.37",
"model.layers.33.self_attn.v_experts.38",
"model.layers.33.self_attn.v_experts.39",
"model.layers.33.self_attn.v_experts.40",
"model.layers.33.self_attn.v_experts.41",
"model.layers.33.self_attn.v_experts.42",
"model.layers.33.self_attn.v_experts.43",
"model.layers.33.self_attn.v_experts.44",
"model.layers.33.self_attn.v_experts.45",
"model.layers.33.self_attn.v_experts.46",
"model.layers.33.self_attn.v_experts.47",
"model.layers.33.self_attn.v_experts.48",
"model.layers.33.self_attn.v_experts.49",
"model.layers.33.self_attn.v_experts.50",
"model.layers.33.self_attn.v_experts.51",
"model.layers.33.self_attn.v_experts.52",
"model.layers.33.self_attn.v_experts.53",
"model.layers.33.self_attn.v_experts.54",
"model.layers.33.self_attn.v_experts.55",
"model.layers.33.self_attn.v_experts.56",
"model.layers.33.self_attn.v_experts.57",
"model.layers.33.self_attn.v_experts.58",
"model.layers.33.self_attn.v_experts.59",
"model.layers.33.self_attn.v_experts.60",
"model.layers.33.self_attn.v_experts.61",
"model.layers.33.self_attn.v_experts.62",
"model.layers.33.self_attn.v_experts.63",
"model.layers.33.self_attn.gate_proj",
"model.layers.33.mlp.gate",
"model.layers.33.mlp.shared_experts.gate_proj",
"model.layers.33.mlp.shared_experts.up_proj",
"model.layers.33.mlp.shared_experts.down_proj",
"model.layers.34.self_attn.q_proj",
"model.layers.34.self_attn.k_proj",
"model.layers.34.self_attn.o_proj",
"model.layers.34.self_attn.v_router",
"model.layers.34.self_attn.v_experts.0",
"model.layers.34.self_attn.v_experts.1",
"model.layers.34.self_attn.v_experts.2",
"model.layers.34.self_attn.v_experts.3",
"model.layers.34.self_attn.v_experts.4",
"model.layers.34.self_attn.v_experts.5",
"model.layers.34.self_attn.v_experts.6",
"model.layers.34.self_attn.v_experts.7",
"model.layers.34.self_attn.v_experts.8",
"model.layers.34.self_attn.v_experts.9",
"model.layers.34.self_attn.v_experts.10",
"model.layers.34.self_attn.v_experts.11",
"model.layers.34.self_attn.v_experts.12",
"model.layers.34.self_attn.v_experts.13",
"model.layers.34.self_attn.v_experts.14",
"model.layers.34.self_attn.v_experts.15",
"model.layers.34.self_attn.v_experts.16",
"model.layers.34.self_attn.v_experts.17",
"model.layers.34.self_attn.v_experts.18",
"model.layers.34.self_attn.v_experts.19",
"model.layers.34.self_attn.v_experts.20",
"model.layers.34.self_attn.v_experts.21",
"model.layers.34.self_attn.v_experts.22",
"model.layers.34.self_attn.v_experts.23",
"model.layers.34.self_attn.v_experts.24",
"model.layers.34.self_attn.v_experts.25",
"model.layers.34.self_attn.v_experts.26",
"model.layers.34.self_attn.v_experts.27",
"model.layers.34.self_attn.v_experts.28",
"model.layers.34.self_attn.v_experts.29",
"model.layers.34.self_attn.v_experts.30",
"model.layers.34.self_attn.v_experts.31",
"model.layers.34.self_attn.v_experts.32",
"model.layers.34.self_attn.v_experts.33",
"model.layers.34.self_attn.v_experts.34",
"model.layers.34.self_attn.v_experts.35",
"model.layers.34.self_attn.v_experts.36",
"model.layers.34.self_attn.v_experts.37",
"model.layers.34.self_attn.v_experts.38",
"model.layers.34.self_attn.v_experts.39",
"model.layers.34.self_attn.v_experts.40",
"model.layers.34.self_attn.v_experts.41",
"model.layers.34.self_attn.v_experts.42",
"model.layers.34.self_attn.v_experts.43",
"model.layers.34.self_attn.v_experts.44",
"model.layers.34.self_attn.v_experts.45",
"model.layers.34.self_attn.v_experts.46",
"model.layers.34.self_attn.v_experts.47",
"model.layers.34.self_attn.v_experts.48",
"model.layers.34.self_attn.v_experts.49",
"model.layers.34.self_attn.v_experts.50",
"model.layers.34.self_attn.v_experts.51",
"model.layers.34.self_attn.v_experts.52",
"model.layers.34.self_attn.v_experts.53",
"model.layers.34.self_attn.v_experts.54",
"model.layers.34.self_attn.v_experts.55",
"model.layers.34.self_attn.v_experts.56",
"model.layers.34.self_attn.v_experts.57",
"model.layers.34.self_attn.v_experts.58",
"model.layers.34.self_attn.v_experts.59",
"model.layers.34.self_attn.v_experts.60",
"model.layers.34.self_attn.v_experts.61",
"model.layers.34.self_attn.v_experts.62",
"model.layers.34.self_attn.v_experts.63",
"model.layers.34.self_attn.gate_proj",
"model.layers.34.mlp.gate",
"model.layers.34.mlp.shared_experts.gate_proj",
"model.layers.34.mlp.shared_experts.up_proj",
"model.layers.34.mlp.shared_experts.down_proj",
"model.layers.35.self_attn.q_proj",
"model.layers.35.self_attn.k_proj",
"model.layers.35.self_attn.o_proj",
"model.layers.35.self_attn.v_router",
"model.layers.35.self_attn.v_experts.0",
"model.layers.35.self_attn.v_experts.1",
"model.layers.35.self_attn.v_experts.2",
"model.layers.35.self_attn.v_experts.3",
"model.layers.35.self_attn.v_experts.4",
"model.layers.35.self_attn.v_experts.5",
"model.layers.35.self_attn.v_experts.6",
"model.layers.35.self_attn.v_experts.7",
"model.layers.35.self_attn.v_experts.8",
"model.layers.35.self_attn.v_experts.9",
"model.layers.35.self_attn.v_experts.10",
"model.layers.35.self_attn.v_experts.11",
"model.layers.35.self_attn.v_experts.12",
"model.layers.35.self_attn.v_experts.13",
"model.layers.35.self_attn.v_experts.14",
"model.layers.35.self_attn.v_experts.15",
"model.layers.35.self_attn.v_experts.16",
"model.layers.35.self_attn.v_experts.17",
"model.layers.35.self_attn.v_experts.18",
"model.layers.35.self_attn.v_experts.19",
"model.layers.35.self_attn.v_experts.20",
"model.layers.35.self_attn.v_experts.21",
"model.layers.35.self_attn.v_experts.22",
"model.layers.35.self_attn.v_experts.23",
"model.layers.35.self_attn.v_experts.24",
"model.layers.35.self_attn.v_experts.25",
"model.layers.35.self_attn.v_experts.26",
"model.layers.35.self_attn.v_experts.27",
"model.layers.35.self_attn.v_experts.28",
"model.layers.35.self_attn.v_experts.29",
"model.layers.35.self_attn.v_experts.30",
"model.layers.35.self_attn.v_experts.31",
"model.layers.35.self_attn.v_experts.32",
"model.layers.35.self_attn.v_experts.33",
"model.layers.35.self_attn.v_experts.34",
"model.layers.35.self_attn.v_experts.35",
"model.layers.35.self_attn.v_experts.36",
"model.layers.35.self_attn.v_experts.37",
"model.layers.35.self_attn.v_experts.38",
"model.layers.35.self_attn.v_experts.39",
"model.layers.35.self_attn.v_experts.40",
"model.layers.35.self_attn.v_experts.41",
"model.layers.35.self_attn.v_experts.42",
"model.layers.35.self_attn.v_experts.43",
"model.layers.35.self_attn.v_experts.44",
"model.layers.35.self_attn.v_experts.45",
"model.layers.35.self_attn.v_experts.46",
"model.layers.35.self_attn.v_experts.47",
"model.layers.35.self_attn.v_experts.48",
"model.layers.35.self_attn.v_experts.49",
"model.layers.35.self_attn.v_experts.50",
"model.layers.35.self_attn.v_experts.51",
"model.layers.35.self_attn.v_experts.52",
"model.layers.35.self_attn.v_experts.53",
"model.layers.35.self_attn.v_experts.54",
"model.layers.35.self_attn.v_experts.55",
"model.layers.35.self_attn.v_experts.56",
"model.layers.35.self_attn.v_experts.57",
"model.layers.35.self_attn.v_experts.58",
"model.layers.35.self_attn.v_experts.59",
"model.layers.35.self_attn.v_experts.60",
"model.layers.35.self_attn.v_experts.61",
"model.layers.35.self_attn.v_experts.62",
"model.layers.35.self_attn.v_experts.63",
"model.layers.35.self_attn.gate_proj",
"model.layers.35.mlp.gate",
"model.layers.35.mlp.shared_experts.gate_proj",
"model.layers.35.mlp.shared_experts.up_proj",
"model.layers.35.mlp.shared_experts.down_proj",
"model.layers.36.self_attn.q_proj",
"model.layers.36.self_attn.k_proj",
"model.layers.36.self_attn.o_proj",
"model.layers.36.self_attn.v_router",
"model.layers.36.self_attn.v_experts.0",
"model.layers.36.self_attn.v_experts.1",
"model.layers.36.self_attn.v_experts.2",
"model.layers.36.self_attn.v_experts.3",
"model.layers.36.self_attn.v_experts.4",
"model.layers.36.self_attn.v_experts.5",
"model.layers.36.self_attn.v_experts.6",
"model.layers.36.self_attn.v_experts.7",
"model.layers.36.self_attn.v_experts.8",
"model.layers.36.self_attn.v_experts.9",
"model.layers.36.self_attn.v_experts.10",
"model.layers.36.self_attn.v_experts.11",
"model.layers.36.self_attn.v_experts.12",
"model.layers.36.self_attn.v_experts.13",
"model.layers.36.self_attn.v_experts.14",
"model.layers.36.self_attn.v_experts.15",
"model.layers.36.self_attn.v_experts.16",
"model.layers.36.self_attn.v_experts.17",
"model.layers.36.self_attn.v_experts.18",
"model.layers.36.self_attn.v_experts.19",
"model.layers.36.self_attn.v_experts.20",
"model.layers.36.self_attn.v_experts.21",
"model.layers.36.self_attn.v_experts.22",
"model.layers.36.self_attn.v_experts.23",
"model.layers.36.self_attn.v_experts.24",
"model.layers.36.self_attn.v_experts.25",
"model.layers.36.self_attn.v_experts.26",
"model.layers.36.self_attn.v_experts.27",
"model.layers.36.self_attn.v_experts.28",
"model.layers.36.self_attn.v_experts.29",
"model.layers.36.self_attn.v_experts.30",
"model.layers.36.self_attn.v_experts.31",
"model.layers.36.self_attn.v_experts.32",
"model.layers.36.self_attn.v_experts.33",
"model.layers.36.self_attn.v_experts.34",
"model.layers.36.self_attn.v_experts.35",
"model.layers.36.self_attn.v_experts.36",
"model.layers.36.self_attn.v_experts.37",
"model.layers.36.self_attn.v_experts.38",
"model.layers.36.self_attn.v_experts.39",
"model.layers.36.self_attn.v_experts.40",
"model.layers.36.self_attn.v_experts.41",
"model.layers.36.self_attn.v_experts.42",
"model.layers.36.self_attn.v_experts.43",
"model.layers.36.self_attn.v_experts.44",
"model.layers.36.self_attn.v_experts.45",
"model.layers.36.self_attn.v_experts.46",
"model.layers.36.self_attn.v_experts.47",
"model.layers.36.self_attn.v_experts.48",
"model.layers.36.self_attn.v_experts.49",
"model.layers.36.self_attn.v_experts.50",
"model.layers.36.self_attn.v_experts.51",
"model.layers.36.self_attn.v_experts.52",
"model.layers.36.self_attn.v_experts.53",
"model.layers.36.self_attn.v_experts.54",
"model.layers.36.self_attn.v_experts.55",
"model.layers.36.self_attn.v_experts.56",
"model.layers.36.self_attn.v_experts.57",
"model.layers.36.self_attn.v_experts.58",
"model.layers.36.self_attn.v_experts.59",
"model.layers.36.self_attn.v_experts.60",
"model.layers.36.self_attn.v_experts.61",
"model.layers.36.self_attn.v_experts.62",
"model.layers.36.self_attn.v_experts.63",
"model.layers.36.self_attn.gate_proj",
"model.layers.36.mlp.gate",
"model.layers.36.mlp.shared_experts.gate_proj",
"model.layers.36.mlp.shared_experts.up_proj",
"model.layers.36.mlp.shared_experts.down_proj",
"model.layers.37.self_attn.q_proj",
"model.layers.37.self_attn.k_proj",
"model.layers.37.self_attn.o_proj",
"model.layers.37.self_attn.v_router",
"model.layers.37.self_attn.v_experts.0",
"model.layers.37.self_attn.v_experts.1",
"model.layers.37.self_attn.v_experts.2",
"model.layers.37.self_attn.v_experts.3",
"model.layers.37.self_attn.v_experts.4",
"model.layers.37.self_attn.v_experts.5",
"model.layers.37.self_attn.v_experts.6",
"model.layers.37.self_attn.v_experts.7",
"model.layers.37.self_attn.v_experts.8",
"model.layers.37.self_attn.v_experts.9",
"model.layers.37.self_attn.v_experts.10",
"model.layers.37.self_attn.v_experts.11",
"model.layers.37.self_attn.v_experts.12",
"model.layers.37.self_attn.v_experts.13",
"model.layers.37.self_attn.v_experts.14",
"model.layers.37.self_attn.v_experts.15",
"model.layers.37.self_attn.v_experts.16",
"model.layers.37.self_attn.v_experts.17",
"model.layers.37.self_attn.v_experts.18",
"model.layers.37.self_attn.v_experts.19",
"model.layers.37.self_attn.v_experts.20",
"model.layers.37.self_attn.v_experts.21",
"model.layers.37.self_attn.v_experts.22",
"model.layers.37.self_attn.v_experts.23",
"model.layers.37.self_attn.v_experts.24",
"model.layers.37.self_attn.v_experts.25",
"model.layers.37.self_attn.v_experts.26",
"model.layers.37.self_attn.v_experts.27",
"model.layers.37.self_attn.v_experts.28",
"model.layers.37.self_attn.v_experts.29",
"model.layers.37.self_attn.v_experts.30",
"model.layers.37.self_attn.v_experts.31",
"model.layers.37.self_attn.v_experts.32",
"model.layers.37.self_attn.v_experts.33",
"model.layers.37.self_attn.v_experts.34",
"model.layers.37.self_attn.v_experts.35",
"model.layers.37.self_attn.v_experts.36",
"model.layers.37.self_attn.v_experts.37",
"model.layers.37.self_attn.v_experts.38",
"model.layers.37.self_attn.v_experts.39",
"model.layers.37.self_attn.v_experts.40",
"model.layers.37.self_attn.v_experts.41",
"model.layers.37.self_attn.v_experts.42",
"model.layers.37.self_attn.v_experts.43",
"model.layers.37.self_attn.v_experts.44",
"model.layers.37.self_attn.v_experts.45",
"model.layers.37.self_attn.v_experts.46",
"model.layers.37.self_attn.v_experts.47",
"model.layers.37.self_attn.v_experts.48",
"model.layers.37.self_attn.v_experts.49",
"model.layers.37.self_attn.v_experts.50",
"model.layers.37.self_attn.v_experts.51",
"model.layers.37.self_attn.v_experts.52",
"model.layers.37.self_attn.v_experts.53",
"model.layers.37.self_attn.v_experts.54",
"model.layers.37.self_attn.v_experts.55",
"model.layers.37.self_attn.v_experts.56",
"model.layers.37.self_attn.v_experts.57",
"model.layers.37.self_attn.v_experts.58",
"model.layers.37.self_attn.v_experts.59",
"model.layers.37.self_attn.v_experts.60",
"model.layers.37.self_attn.v_experts.61",
"model.layers.37.self_attn.v_experts.62",
"model.layers.37.self_attn.v_experts.63",
"model.layers.37.self_attn.gate_proj",
"model.layers.37.mlp.gate",
"model.layers.37.mlp.shared_experts.gate_proj",
"model.layers.37.mlp.shared_experts.up_proj",
"model.layers.37.mlp.shared_experts.down_proj",
"model.layers.38.self_attn.q_proj",
"model.layers.38.self_attn.k_proj",
"model.layers.38.self_attn.o_proj",
"model.layers.38.self_attn.v_router",
"model.layers.38.self_attn.v_experts.0",
"model.layers.38.self_attn.v_experts.1",
"model.layers.38.self_attn.v_experts.2",
"model.layers.38.self_attn.v_experts.3",
"model.layers.38.self_attn.v_experts.4",
"model.layers.38.self_attn.v_experts.5",
"model.layers.38.self_attn.v_experts.6",
"model.layers.38.self_attn.v_experts.7",
"model.layers.38.self_attn.v_experts.8",
"model.layers.38.self_attn.v_experts.9",
"model.layers.38.self_attn.v_experts.10",
"model.layers.38.self_attn.v_experts.11",
"model.layers.38.self_attn.v_experts.12",
"model.layers.38.self_attn.v_experts.13",
"model.layers.38.self_attn.v_experts.14",
"model.layers.38.self_attn.v_experts.15",
"model.layers.38.self_attn.v_experts.16",
"model.layers.38.self_attn.v_experts.17",
"model.layers.38.self_attn.v_experts.18",
"model.layers.38.self_attn.v_experts.19",
"model.layers.38.self_attn.v_experts.20",
"model.layers.38.self_attn.v_experts.21",
"model.layers.38.self_attn.v_experts.22",
"model.layers.38.self_attn.v_experts.23",
"model.layers.38.self_attn.v_experts.24",
"model.layers.38.self_attn.v_experts.25",
"model.layers.38.self_attn.v_experts.26",
"model.layers.38.self_attn.v_experts.27",
"model.layers.38.self_attn.v_experts.28",
"model.layers.38.self_attn.v_experts.29",
"model.layers.38.self_attn.v_experts.30",
"model.layers.38.self_attn.v_experts.31",
"model.layers.38.self_attn.v_experts.32",
"model.layers.38.self_attn.v_experts.33",
"model.layers.38.self_attn.v_experts.34",
"model.layers.38.self_attn.v_experts.35",
"model.layers.38.self_attn.v_experts.36",
"model.layers.38.self_attn.v_experts.37",
"model.layers.38.self_attn.v_experts.38",
"model.layers.38.self_attn.v_experts.39",
"model.layers.38.self_attn.v_experts.40",
"model.layers.38.self_attn.v_experts.41",
"model.layers.38.self_attn.v_experts.42",
"model.layers.38.self_attn.v_experts.43",
"model.layers.38.self_attn.v_experts.44",
"model.layers.38.self_attn.v_experts.45",
"model.layers.38.self_attn.v_experts.46",
"model.layers.38.self_attn.v_experts.47",
"model.layers.38.self_attn.v_experts.48",
"model.layers.38.self_attn.v_experts.49",
"model.layers.38.self_attn.v_experts.50",
"model.layers.38.self_attn.v_experts.51",
"model.layers.38.self_attn.v_experts.52",
"model.layers.38.self_attn.v_experts.53",
"model.layers.38.self_attn.v_experts.54",
"model.layers.38.self_attn.v_experts.55",
"model.layers.38.self_attn.v_experts.56",
"model.layers.38.self_attn.v_experts.57",
"model.layers.38.self_attn.v_experts.58",
"model.layers.38.self_attn.v_experts.59",
"model.layers.38.self_attn.v_experts.60",
"model.layers.38.self_attn.v_experts.61",
"model.layers.38.self_attn.v_experts.62",
"model.layers.38.self_attn.v_experts.63",
"model.layers.38.self_attn.gate_proj",
"model.layers.38.mlp.gate",
"model.layers.38.mlp.shared_experts.gate_proj",
"model.layers.38.mlp.shared_experts.up_proj",
"model.layers.38.mlp.shared_experts.down_proj",
"model.layers.39.self_attn.q_proj",
"model.layers.39.self_attn.k_proj",
"model.layers.39.self_attn.o_proj",
"model.layers.39.self_attn.v_router",
"model.layers.39.self_attn.v_experts.0",
"model.layers.39.self_attn.v_experts.1",
"model.layers.39.self_attn.v_experts.2",
"model.layers.39.self_attn.v_experts.3",
"model.layers.39.self_attn.v_experts.4",
"model.layers.39.self_attn.v_experts.5",
"model.layers.39.self_attn.v_experts.6",
"model.layers.39.self_attn.v_experts.7",
"model.layers.39.self_attn.v_experts.8",
"model.layers.39.self_attn.v_experts.9",
"model.layers.39.self_attn.v_experts.10",
"model.layers.39.self_attn.v_experts.11",
"model.layers.39.self_attn.v_experts.12",
"model.layers.39.self_attn.v_experts.13",
"model.layers.39.self_attn.v_experts.14",
"model.layers.39.self_attn.v_experts.15",
"model.layers.39.self_attn.v_experts.16",
"model.layers.39.self_attn.v_experts.17",
"model.layers.39.self_attn.v_experts.18",
"model.layers.39.self_attn.v_experts.19",
"model.layers.39.self_attn.v_experts.20",
"model.layers.39.self_attn.v_experts.21",
"model.layers.39.self_attn.v_experts.22",
"model.layers.39.self_attn.v_experts.23",
"model.layers.39.self_attn.v_experts.24",
"model.layers.39.self_attn.v_experts.25",
"model.layers.39.self_attn.v_experts.26",
"model.layers.39.self_attn.v_experts.27",
"model.layers.39.self_attn.v_experts.28",
"model.layers.39.self_attn.v_experts.29",
"model.layers.39.self_attn.v_experts.30",
"model.layers.39.self_attn.v_experts.31",
"model.layers.39.self_attn.v_experts.32",
"model.layers.39.self_attn.v_experts.33",
"model.layers.39.self_attn.v_experts.34",
"model.layers.39.self_attn.v_experts.35",
"model.layers.39.self_attn.v_experts.36",
"model.layers.39.self_attn.v_experts.37",
"model.layers.39.self_attn.v_experts.38",
"model.layers.39.self_attn.v_experts.39",
"model.layers.39.self_attn.v_experts.40",
"model.layers.39.self_attn.v_experts.41",
"model.layers.39.self_attn.v_experts.42",
"model.layers.39.self_attn.v_experts.43",
"model.layers.39.self_attn.v_experts.44",
"model.layers.39.self_attn.v_experts.45",
"model.layers.39.self_attn.v_experts.46",
"model.layers.39.self_attn.v_experts.47",
"model.layers.39.self_attn.v_experts.48",
"model.layers.39.self_attn.v_experts.49",
"model.layers.39.self_attn.v_experts.50",
"model.layers.39.self_attn.v_experts.51",
"model.layers.39.self_attn.v_experts.52",
"model.layers.39.self_attn.v_experts.53",
"model.layers.39.self_attn.v_experts.54",
"model.layers.39.self_attn.v_experts.55",
"model.layers.39.self_attn.v_experts.56",
"model.layers.39.self_attn.v_experts.57",
"model.layers.39.self_attn.v_experts.58",
"model.layers.39.self_attn.v_experts.59",
"model.layers.39.self_attn.v_experts.60",
"model.layers.39.self_attn.v_experts.61",
"model.layers.39.self_attn.v_experts.62",
"model.layers.39.self_attn.v_experts.63",
"model.layers.39.self_attn.gate_proj",
"model.layers.39.mlp.gate",
"model.layers.39.mlp.shared_experts.gate_proj",
"model.layers.39.mlp.shared_experts.up_proj",
"model.layers.39.mlp.shared_experts.down_proj",
"model.layers.40.self_attn.q_proj",
"model.layers.40.self_attn.k_proj",
"model.layers.40.self_attn.o_proj",
"model.layers.40.self_attn.v_router",
"model.layers.40.self_attn.v_experts.0",
"model.layers.40.self_attn.v_experts.1",
"model.layers.40.self_attn.v_experts.2",
"model.layers.40.self_attn.v_experts.3",
"model.layers.40.self_attn.v_experts.4",
"model.layers.40.self_attn.v_experts.5",
"model.layers.40.self_attn.v_experts.6",
"model.layers.40.self_attn.v_experts.7",
"model.layers.40.self_attn.v_experts.8",
"model.layers.40.self_attn.v_experts.9",
"model.layers.40.self_attn.v_experts.10",
"model.layers.40.self_attn.v_experts.11",
"model.layers.40.self_attn.v_experts.12",
"model.layers.40.self_attn.v_experts.13",
"model.layers.40.self_attn.v_experts.14",
"model.layers.40.self_attn.v_experts.15",
"model.layers.40.self_attn.v_experts.16",
"model.layers.40.self_attn.v_experts.17",
"model.layers.40.self_attn.v_experts.18",
"model.layers.40.self_attn.v_experts.19",
"model.layers.40.self_attn.v_experts.20",
"model.layers.40.self_attn.v_experts.21",
"model.layers.40.self_attn.v_experts.22",
"model.layers.40.self_attn.v_experts.23",
"model.layers.40.self_attn.v_experts.24",
"model.layers.40.self_attn.v_experts.25",
"model.layers.40.self_attn.v_experts.26",
"model.layers.40.self_attn.v_experts.27",
"model.layers.40.self_attn.v_experts.28",
"model.layers.40.self_attn.v_experts.29",
"model.layers.40.self_attn.v_experts.30",
"model.layers.40.self_attn.v_experts.31",
"model.layers.40.self_attn.v_experts.32",
"model.layers.40.self_attn.v_experts.33",
"model.layers.40.self_attn.v_experts.34",
"model.layers.40.self_attn.v_experts.35",
"model.layers.40.self_attn.v_experts.36",
"model.layers.40.self_attn.v_experts.37",
"model.layers.40.self_attn.v_experts.38",
"model.layers.40.self_attn.v_experts.39",
"model.layers.40.self_attn.v_experts.40",
"model.layers.40.self_attn.v_experts.41",
"model.layers.40.self_attn.v_experts.42",
"model.layers.40.self_attn.v_experts.43",
"model.layers.40.self_attn.v_experts.44",
"model.layers.40.self_attn.v_experts.45",
"model.layers.40.self_attn.v_experts.46",
"model.layers.40.self_attn.v_experts.47",
"model.layers.40.self_attn.v_experts.48",
"model.layers.40.self_attn.v_experts.49",
"model.layers.40.self_attn.v_experts.50",
"model.layers.40.self_attn.v_experts.51",
"model.layers.40.self_attn.v_experts.52",
"model.layers.40.self_attn.v_experts.53",
"model.layers.40.self_attn.v_experts.54",
"model.layers.40.self_attn.v_experts.55",
"model.layers.40.self_attn.v_experts.56",
"model.layers.40.self_attn.v_experts.57",
"model.layers.40.self_attn.v_experts.58",
"model.layers.40.self_attn.v_experts.59",
"model.layers.40.self_attn.v_experts.60",
"model.layers.40.self_attn.v_experts.61",
"model.layers.40.self_attn.v_experts.62",
"model.layers.40.self_attn.v_experts.63",
"model.layers.40.self_attn.gate_proj",
"model.layers.40.mlp.gate",
"model.layers.40.mlp.shared_experts.gate_proj",
"model.layers.40.mlp.shared_experts.up_proj",
"model.layers.40.mlp.shared_experts.down_proj",
"model.layers.41.self_attn.q_proj",
"model.layers.41.self_attn.k_proj",
"model.layers.41.self_attn.o_proj",
"model.layers.41.self_attn.v_router",
"model.layers.41.self_attn.v_experts.0",
"model.layers.41.self_attn.v_experts.1",
"model.layers.41.self_attn.v_experts.2",
"model.layers.41.self_attn.v_experts.3",
"model.layers.41.self_attn.v_experts.4",
"model.layers.41.self_attn.v_experts.5",
"model.layers.41.self_attn.v_experts.6",
"model.layers.41.self_attn.v_experts.7",
"model.layers.41.self_attn.v_experts.8",
"model.layers.41.self_attn.v_experts.9",
"model.layers.41.self_attn.v_experts.10",
"model.layers.41.self_attn.v_experts.11",
"model.layers.41.self_attn.v_experts.12",
"model.layers.41.self_attn.v_experts.13",
"model.layers.41.self_attn.v_experts.14",
"model.layers.41.self_attn.v_experts.15",
"model.layers.41.self_attn.v_experts.16",
"model.layers.41.self_attn.v_experts.17",
"model.layers.41.self_attn.v_experts.18",
"model.layers.41.self_attn.v_experts.19",
"model.layers.41.self_attn.v_experts.20",
"model.layers.41.self_attn.v_experts.21",
"model.layers.41.self_attn.v_experts.22",
"model.layers.41.self_attn.v_experts.23",
"model.layers.41.self_attn.v_experts.24",
"model.layers.41.self_attn.v_experts.25",
"model.layers.41.self_attn.v_experts.26",
"model.layers.41.self_attn.v_experts.27",
"model.layers.41.self_attn.v_experts.28",
"model.layers.41.self_attn.v_experts.29",
"model.layers.41.self_attn.v_experts.30",
"model.layers.41.self_attn.v_experts.31",
"model.layers.41.self_attn.v_experts.32",
"model.layers.41.self_attn.v_experts.33",
"model.layers.41.self_attn.v_experts.34",
"model.layers.41.self_attn.v_experts.35",
"model.layers.41.self_attn.v_experts.36",
"model.layers.41.self_attn.v_experts.37",
"model.layers.41.self_attn.v_experts.38",
"model.layers.41.self_attn.v_experts.39",
"model.layers.41.self_attn.v_experts.40",
"model.layers.41.self_attn.v_experts.41",
"model.layers.41.self_attn.v_experts.42",
"model.layers.41.self_attn.v_experts.43",
"model.layers.41.self_attn.v_experts.44",
"model.layers.41.self_attn.v_experts.45",
"model.layers.41.self_attn.v_experts.46",
"model.layers.41.self_attn.v_experts.47",
"model.layers.41.self_attn.v_experts.48",
"model.layers.41.self_attn.v_experts.49",
"model.layers.41.self_attn.v_experts.50",
"model.layers.41.self_attn.v_experts.51",
"model.layers.41.self_attn.v_experts.52",
"model.layers.41.self_attn.v_experts.53",
"model.layers.41.self_attn.v_experts.54",
"model.layers.41.self_attn.v_experts.55",
"model.layers.41.self_attn.v_experts.56",
"model.layers.41.self_attn.v_experts.57",
"model.layers.41.self_attn.v_experts.58",
"model.layers.41.self_attn.v_experts.59",
"model.layers.41.self_attn.v_experts.60",
"model.layers.41.self_attn.v_experts.61",
"model.layers.41.self_attn.v_experts.62",
"model.layers.41.self_attn.v_experts.63",
"model.layers.41.self_attn.gate_proj",
"model.layers.41.mlp.gate",
"model.layers.41.mlp.shared_experts.gate_proj",
"model.layers.41.mlp.shared_experts.up_proj",
"model.layers.41.mlp.shared_experts.down_proj",
"model.layers.42.self_attn.q_proj",
"model.layers.42.self_attn.k_proj",
"model.layers.42.self_attn.o_proj",
"model.layers.42.self_attn.v_router",
"model.layers.42.self_attn.v_experts.0",
"model.layers.42.self_attn.v_experts.1",
"model.layers.42.self_attn.v_experts.2",
"model.layers.42.self_attn.v_experts.3",
"model.layers.42.self_attn.v_experts.4",
"model.layers.42.self_attn.v_experts.5",
"model.layers.42.self_attn.v_experts.6",
"model.layers.42.self_attn.v_experts.7",
"model.layers.42.self_attn.v_experts.8",
"model.layers.42.self_attn.v_experts.9",
"model.layers.42.self_attn.v_experts.10",
"model.layers.42.self_attn.v_experts.11",
"model.layers.42.self_attn.v_experts.12",
"model.layers.42.self_attn.v_experts.13",
"model.layers.42.self_attn.v_experts.14",
"model.layers.42.self_attn.v_experts.15",
"model.layers.42.self_attn.v_experts.16",
"model.layers.42.self_attn.v_experts.17",
"model.layers.42.self_attn.v_experts.18",
"model.layers.42.self_attn.v_experts.19",
"model.layers.42.self_attn.v_experts.20",
"model.layers.42.self_attn.v_experts.21",
"model.layers.42.self_attn.v_experts.22",
"model.layers.42.self_attn.v_experts.23",
"model.layers.42.self_attn.v_experts.24",
"model.layers.42.self_attn.v_experts.25",
"model.layers.42.self_attn.v_experts.26",
"model.layers.42.self_attn.v_experts.27",
"model.layers.42.self_attn.v_experts.28",
"model.layers.42.self_attn.v_experts.29",
"model.layers.42.self_attn.v_experts.30",
"model.layers.42.self_attn.v_experts.31",
"model.layers.42.self_attn.v_experts.32",
"model.layers.42.self_attn.v_experts.33",
"model.layers.42.self_attn.v_experts.34",
"model.layers.42.self_attn.v_experts.35",
"model.layers.42.self_attn.v_experts.36",
"model.layers.42.self_attn.v_experts.37",
"model.layers.42.self_attn.v_experts.38",
"model.layers.42.self_attn.v_experts.39",
"model.layers.42.self_attn.v_experts.40",
"model.layers.42.self_attn.v_experts.41",
"model.layers.42.self_attn.v_experts.42",
"model.layers.42.self_attn.v_experts.43",
"model.layers.42.self_attn.v_experts.44",
"model.layers.42.self_attn.v_experts.45",
"model.layers.42.self_attn.v_experts.46",
"model.layers.42.self_attn.v_experts.47",
"model.layers.42.self_attn.v_experts.48",
"model.layers.42.self_attn.v_experts.49",
"model.layers.42.self_attn.v_experts.50",
"model.layers.42.self_attn.v_experts.51",
"model.layers.42.self_attn.v_experts.52",
"model.layers.42.self_attn.v_experts.53",
"model.layers.42.self_attn.v_experts.54",
"model.layers.42.self_attn.v_experts.55",
"model.layers.42.self_attn.v_experts.56",
"model.layers.42.self_attn.v_experts.57",
"model.layers.42.self_attn.v_experts.58",
"model.layers.42.self_attn.v_experts.59",
"model.layers.42.self_attn.v_experts.60",
"model.layers.42.self_attn.v_experts.61",
"model.layers.42.self_attn.v_experts.62",
"model.layers.42.self_attn.v_experts.63",
"model.layers.42.self_attn.gate_proj",
"model.layers.42.mlp.gate",
"model.layers.42.mlp.shared_experts.gate_proj",
"model.layers.42.mlp.shared_experts.up_proj",
"model.layers.42.mlp.shared_experts.down_proj",
"model.layers.43.self_attn.q_proj",
"model.layers.43.self_attn.k_proj",
"model.layers.43.self_attn.o_proj",
"model.layers.43.self_attn.v_router",
"model.layers.43.self_attn.v_experts.0",
"model.layers.43.self_attn.v_experts.1",
"model.layers.43.self_attn.v_experts.2",
"model.layers.43.self_attn.v_experts.3",
"model.layers.43.self_attn.v_experts.4",
"model.layers.43.self_attn.v_experts.5",
"model.layers.43.self_attn.v_experts.6",
"model.layers.43.self_attn.v_experts.7",
"model.layers.43.self_attn.v_experts.8",
"model.layers.43.self_attn.v_experts.9",
"model.layers.43.self_attn.v_experts.10",
"model.layers.43.self_attn.v_experts.11",
"model.layers.43.self_attn.v_experts.12",
"model.layers.43.self_attn.v_experts.13",
"model.layers.43.self_attn.v_experts.14",
"model.layers.43.self_attn.v_experts.15",
"model.layers.43.self_attn.v_experts.16",
"model.layers.43.self_attn.v_experts.17",
"model.layers.43.self_attn.v_experts.18",
"model.layers.43.self_attn.v_experts.19",
"model.layers.43.self_attn.v_experts.20",
"model.layers.43.self_attn.v_experts.21",
"model.layers.43.self_attn.v_experts.22",
"model.layers.43.self_attn.v_experts.23",
"model.layers.43.self_attn.v_experts.24",
"model.layers.43.self_attn.v_experts.25",
"model.layers.43.self_attn.v_experts.26",
"model.layers.43.self_attn.v_experts.27",
"model.layers.43.self_attn.v_experts.28",
"model.layers.43.self_attn.v_experts.29",
"model.layers.43.self_attn.v_experts.30",
"model.layers.43.self_attn.v_experts.31",
"model.layers.43.self_attn.v_experts.32",
"model.layers.43.self_attn.v_experts.33",
"model.layers.43.self_attn.v_experts.34",
"model.layers.43.self_attn.v_experts.35",
"model.layers.43.self_attn.v_experts.36",
"model.layers.43.self_attn.v_experts.37",
"model.layers.43.self_attn.v_experts.38",
"model.layers.43.self_attn.v_experts.39",
"model.layers.43.self_attn.v_experts.40",
"model.layers.43.self_attn.v_experts.41",
"model.layers.43.self_attn.v_experts.42",
"model.layers.43.self_attn.v_experts.43",
"model.layers.43.self_attn.v_experts.44",
"model.layers.43.self_attn.v_experts.45",
"model.layers.43.self_attn.v_experts.46",
"model.layers.43.self_attn.v_experts.47",
"model.layers.43.self_attn.v_experts.48",
"model.layers.43.self_attn.v_experts.49",
"model.layers.43.self_attn.v_experts.50",
"model.layers.43.self_attn.v_experts.51",
"model.layers.43.self_attn.v_experts.52",
"model.layers.43.self_attn.v_experts.53",
"model.layers.43.self_attn.v_experts.54",
"model.layers.43.self_attn.v_experts.55",
"model.layers.43.self_attn.v_experts.56",
"model.layers.43.self_attn.v_experts.57",
"model.layers.43.self_attn.v_experts.58",
"model.layers.43.self_attn.v_experts.59",
"model.layers.43.self_attn.v_experts.60",
"model.layers.43.self_attn.v_experts.61",
"model.layers.43.self_attn.v_experts.62",
"model.layers.43.self_attn.v_experts.63",
"model.layers.43.self_attn.gate_proj",
"model.layers.43.mlp.gate",
"model.layers.43.mlp.shared_experts.gate_proj",
"model.layers.43.mlp.shared_experts.up_proj",
"model.layers.43.mlp.shared_experts.down_proj",
"model.layers.44.self_attn.q_proj",
"model.layers.44.self_attn.k_proj",
"model.layers.44.self_attn.o_proj",
"model.layers.44.self_attn.v_router",
"model.layers.44.self_attn.v_experts.0",
"model.layers.44.self_attn.v_experts.1",
"model.layers.44.self_attn.v_experts.2",
"model.layers.44.self_attn.v_experts.3",
"model.layers.44.self_attn.v_experts.4",
"model.layers.44.self_attn.v_experts.5",
"model.layers.44.self_attn.v_experts.6",
"model.layers.44.self_attn.v_experts.7",
"model.layers.44.self_attn.v_experts.8",
"model.layers.44.self_attn.v_experts.9",
"model.layers.44.self_attn.v_experts.10",
"model.layers.44.self_attn.v_experts.11",
"model.layers.44.self_attn.v_experts.12",
"model.layers.44.self_attn.v_experts.13",
"model.layers.44.self_attn.v_experts.14",
"model.layers.44.self_attn.v_experts.15",
"model.layers.44.self_attn.v_experts.16",
"model.layers.44.self_attn.v_experts.17",
"model.layers.44.self_attn.v_experts.18",
"model.layers.44.self_attn.v_experts.19",
"model.layers.44.self_attn.v_experts.20",
"model.layers.44.self_attn.v_experts.21",
"model.layers.44.self_attn.v_experts.22",
"model.layers.44.self_attn.v_experts.23",
"model.layers.44.self_attn.v_experts.24",
"model.layers.44.self_attn.v_experts.25",
"model.layers.44.self_attn.v_experts.26",
"model.layers.44.self_attn.v_experts.27",
"model.layers.44.self_attn.v_experts.28",
"model.layers.44.self_attn.v_experts.29",
"model.layers.44.self_attn.v_experts.30",
"model.layers.44.self_attn.v_experts.31",
"model.layers.44.self_attn.v_experts.32",
"model.layers.44.self_attn.v_experts.33",
"model.layers.44.self_attn.v_experts.34",
"model.layers.44.self_attn.v_experts.35",
"model.layers.44.self_attn.v_experts.36",
"model.layers.44.self_attn.v_experts.37",
"model.layers.44.self_attn.v_experts.38",
"model.layers.44.self_attn.v_experts.39",
"model.layers.44.self_attn.v_experts.40",
"model.layers.44.self_attn.v_experts.41",
"model.layers.44.self_attn.v_experts.42",
"model.layers.44.self_attn.v_experts.43",
"model.layers.44.self_attn.v_experts.44",
"model.layers.44.self_attn.v_experts.45",
"model.layers.44.self_attn.v_experts.46",
"model.layers.44.self_attn.v_experts.47",
"model.layers.44.self_attn.v_experts.48",
"model.layers.44.self_attn.v_experts.49",
"model.layers.44.self_attn.v_experts.50",
"model.layers.44.self_attn.v_experts.51",
"model.layers.44.self_attn.v_experts.52",
"model.layers.44.self_attn.v_experts.53",
"model.layers.44.self_attn.v_experts.54",
"model.layers.44.self_attn.v_experts.55",
"model.layers.44.self_attn.v_experts.56",
"model.layers.44.self_attn.v_experts.57",
"model.layers.44.self_attn.v_experts.58",
"model.layers.44.self_attn.v_experts.59",
"model.layers.44.self_attn.v_experts.60",
"model.layers.44.self_attn.v_experts.61",
"model.layers.44.self_attn.v_experts.62",
"model.layers.44.self_attn.v_experts.63",
"model.layers.44.self_attn.gate_proj",
"model.layers.44.mlp.gate",
"model.layers.44.mlp.shared_experts.gate_proj",
"model.layers.44.mlp.shared_experts.up_proj",
"model.layers.44.mlp.shared_experts.down_proj",
"model.layers.45.self_attn.q_proj",
"model.layers.45.self_attn.k_proj",
"model.layers.45.self_attn.o_proj",
"model.layers.45.self_attn.v_router",
"model.layers.45.self_attn.v_experts.0",
"model.layers.45.self_attn.v_experts.1",
"model.layers.45.self_attn.v_experts.2",
"model.layers.45.self_attn.v_experts.3",
"model.layers.45.self_attn.v_experts.4",
"model.layers.45.self_attn.v_experts.5",
"model.layers.45.self_attn.v_experts.6",
"model.layers.45.self_attn.v_experts.7",
"model.layers.45.self_attn.v_experts.8",
"model.layers.45.self_attn.v_experts.9",
"model.layers.45.self_attn.v_experts.10",
"model.layers.45.self_attn.v_experts.11",
"model.layers.45.self_attn.v_experts.12",
"model.layers.45.self_attn.v_experts.13",
"model.layers.45.self_attn.v_experts.14",
"model.layers.45.self_attn.v_experts.15",
"model.layers.45.self_attn.v_experts.16",
"model.layers.45.self_attn.v_experts.17",
"model.layers.45.self_attn.v_experts.18",
"model.layers.45.self_attn.v_experts.19",
"model.layers.45.self_attn.v_experts.20",
"model.layers.45.self_attn.v_experts.21",
"model.layers.45.self_attn.v_experts.22",
"model.layers.45.self_attn.v_experts.23",
"model.layers.45.self_attn.v_experts.24",
"model.layers.45.self_attn.v_experts.25",
"model.layers.45.self_attn.v_experts.26",
"model.layers.45.self_attn.v_experts.27",
"model.layers.45.self_attn.v_experts.28",
"model.layers.45.self_attn.v_experts.29",
"model.layers.45.self_attn.v_experts.30",
"model.layers.45.self_attn.v_experts.31",
"model.layers.45.self_attn.v_experts.32",
"model.layers.45.self_attn.v_experts.33",
"model.layers.45.self_attn.v_experts.34",
"model.layers.45.self_attn.v_experts.35",
"model.layers.45.self_attn.v_experts.36",
"model.layers.45.self_attn.v_experts.37",
"model.layers.45.self_attn.v_experts.38",
"model.layers.45.self_attn.v_experts.39",
"model.layers.45.self_attn.v_experts.40",
"model.layers.45.self_attn.v_experts.41",
"model.layers.45.self_attn.v_experts.42",
"model.layers.45.self_attn.v_experts.43",
"model.layers.45.self_attn.v_experts.44",
"model.layers.45.self_attn.v_experts.45",
"model.layers.45.self_attn.v_experts.46",
"model.layers.45.self_attn.v_experts.47",
"model.layers.45.self_attn.v_experts.48",
"model.layers.45.self_attn.v_experts.49",
"model.layers.45.self_attn.v_experts.50",
"model.layers.45.self_attn.v_experts.51",
"model.layers.45.self_attn.v_experts.52",
"model.layers.45.self_attn.v_experts.53",
"model.layers.45.self_attn.v_experts.54",
"model.layers.45.self_attn.v_experts.55",
"model.layers.45.self_attn.v_experts.56",
"model.layers.45.self_attn.v_experts.57",
"model.layers.45.self_attn.v_experts.58",
"model.layers.45.self_attn.v_experts.59",
"model.layers.45.self_attn.v_experts.60",
"model.layers.45.self_attn.v_experts.61",
"model.layers.45.self_attn.v_experts.62",
"model.layers.45.self_attn.v_experts.63",
"model.layers.45.self_attn.gate_proj",
"model.layers.45.mlp.gate",
"model.layers.45.mlp.shared_experts.gate_proj",
"model.layers.45.mlp.shared_experts.up_proj",
"model.layers.45.mlp.shared_experts.down_proj",
"model.layers.46.self_attn.q_proj",
"model.layers.46.self_attn.k_proj",
"model.layers.46.self_attn.o_proj",
"model.layers.46.self_attn.v_router",
"model.layers.46.self_attn.v_experts.0",
"model.layers.46.self_attn.v_experts.1",
"model.layers.46.self_attn.v_experts.2",
"model.layers.46.self_attn.v_experts.3",
"model.layers.46.self_attn.v_experts.4",
"model.layers.46.self_attn.v_experts.5",
"model.layers.46.self_attn.v_experts.6",
"model.layers.46.self_attn.v_experts.7",
"model.layers.46.self_attn.v_experts.8",
"model.layers.46.self_attn.v_experts.9",
"model.layers.46.self_attn.v_experts.10",
"model.layers.46.self_attn.v_experts.11",
"model.layers.46.self_attn.v_experts.12",
"model.layers.46.self_attn.v_experts.13",
"model.layers.46.self_attn.v_experts.14",
"model.layers.46.self_attn.v_experts.15",
"model.layers.46.self_attn.v_experts.16",
"model.layers.46.self_attn.v_experts.17",
"model.layers.46.self_attn.v_experts.18",
"model.layers.46.self_attn.v_experts.19",
"model.layers.46.self_attn.v_experts.20",
"model.layers.46.self_attn.v_experts.21",
"model.layers.46.self_attn.v_experts.22",
"model.layers.46.self_attn.v_experts.23",
"model.layers.46.self_attn.v_experts.24",
"model.layers.46.self_attn.v_experts.25",
"model.layers.46.self_attn.v_experts.26",
"model.layers.46.self_attn.v_experts.27",
"model.layers.46.self_attn.v_experts.28",
"model.layers.46.self_attn.v_experts.29",
"model.layers.46.self_attn.v_experts.30",
"model.layers.46.self_attn.v_experts.31",
"model.layers.46.self_attn.v_experts.32",
"model.layers.46.self_attn.v_experts.33",
"model.layers.46.self_attn.v_experts.34",
"model.layers.46.self_attn.v_experts.35",
"model.layers.46.self_attn.v_experts.36",
"model.layers.46.self_attn.v_experts.37",
"model.layers.46.self_attn.v_experts.38",
"model.layers.46.self_attn.v_experts.39",
"model.layers.46.self_attn.v_experts.40",
"model.layers.46.self_attn.v_experts.41",
"model.layers.46.self_attn.v_experts.42",
"model.layers.46.self_attn.v_experts.43",
"model.layers.46.self_attn.v_experts.44",
"model.layers.46.self_attn.v_experts.45",
"model.layers.46.self_attn.v_experts.46",
"model.layers.46.self_attn.v_experts.47",
"model.layers.46.self_attn.v_experts.48",
"model.layers.46.self_attn.v_experts.49",
"model.layers.46.self_attn.v_experts.50",
"model.layers.46.self_attn.v_experts.51",
"model.layers.46.self_attn.v_experts.52",
"model.layers.46.self_attn.v_experts.53",
"model.layers.46.self_attn.v_experts.54",
"model.layers.46.self_attn.v_experts.55",
"model.layers.46.self_attn.v_experts.56",
"model.layers.46.self_attn.v_experts.57",
"model.layers.46.self_attn.v_experts.58",
"model.layers.46.self_attn.v_experts.59",
"model.layers.46.self_attn.v_experts.60",
"model.layers.46.self_attn.v_experts.61",
"model.layers.46.self_attn.v_experts.62",
"model.layers.46.self_attn.v_experts.63",
"model.layers.46.self_attn.gate_proj",
"model.layers.46.mlp.gate",
"model.layers.46.mlp.shared_experts.gate_proj",
"model.layers.46.mlp.shared_experts.up_proj",
"model.layers.46.mlp.shared_experts.down_proj",
"model.layers.47.self_attn.q_proj",
"model.layers.47.self_attn.k_proj",
"model.layers.47.self_attn.o_proj",
"model.layers.47.self_attn.v_router",
"model.layers.47.self_attn.v_experts.0",
"model.layers.47.self_attn.v_experts.1",
"model.layers.47.self_attn.v_experts.2",
"model.layers.47.self_attn.v_experts.3",
"model.layers.47.self_attn.v_experts.4",
"model.layers.47.self_attn.v_experts.5",
"model.layers.47.self_attn.v_experts.6",
"model.layers.47.self_attn.v_experts.7",
"model.layers.47.self_attn.v_experts.8",
"model.layers.47.self_attn.v_experts.9",
"model.layers.47.self_attn.v_experts.10",
"model.layers.47.self_attn.v_experts.11",
"model.layers.47.self_attn.v_experts.12",
"model.layers.47.self_attn.v_experts.13",
"model.layers.47.self_attn.v_experts.14",
"model.layers.47.self_attn.v_experts.15",
"model.layers.47.self_attn.v_experts.16",
"model.layers.47.self_attn.v_experts.17",
"model.layers.47.self_attn.v_experts.18",
"model.layers.47.self_attn.v_experts.19",
"model.layers.47.self_attn.v_experts.20",
"model.layers.47.self_attn.v_experts.21",
"model.layers.47.self_attn.v_experts.22",
"model.layers.47.self_attn.v_experts.23",
"model.layers.47.self_attn.v_experts.24",
"model.layers.47.self_attn.v_experts.25",
"model.layers.47.self_attn.v_experts.26",
"model.layers.47.self_attn.v_experts.27",
"model.layers.47.self_attn.v_experts.28",
"model.layers.47.self_attn.v_experts.29",
"model.layers.47.self_attn.v_experts.30",
"model.layers.47.self_attn.v_experts.31",
"model.layers.47.self_attn.v_experts.32",
"model.layers.47.self_attn.v_experts.33",
"model.layers.47.self_attn.v_experts.34",
"model.layers.47.self_attn.v_experts.35",
"model.layers.47.self_attn.v_experts.36",
"model.layers.47.self_attn.v_experts.37",
"model.layers.47.self_attn.v_experts.38",
"model.layers.47.self_attn.v_experts.39",
"model.layers.47.self_attn.v_experts.40",
"model.layers.47.self_attn.v_experts.41",
"model.layers.47.self_attn.v_experts.42",
"model.layers.47.self_attn.v_experts.43",
"model.layers.47.self_attn.v_experts.44",
"model.layers.47.self_attn.v_experts.45",
"model.layers.47.self_attn.v_experts.46",
"model.layers.47.self_attn.v_experts.47",
"model.layers.47.self_attn.v_experts.48",
"model.layers.47.self_attn.v_experts.49",
"model.layers.47.self_attn.v_experts.50",
"model.layers.47.self_attn.v_experts.51",
"model.layers.47.self_attn.v_experts.52",
"model.layers.47.self_attn.v_experts.53",
"model.layers.47.self_attn.v_experts.54",
"model.layers.47.self_attn.v_experts.55",
"model.layers.47.self_attn.v_experts.56",
"model.layers.47.self_attn.v_experts.57",
"model.layers.47.self_attn.v_experts.58",
"model.layers.47.self_attn.v_experts.59",
"model.layers.47.self_attn.v_experts.60",
"model.layers.47.self_attn.v_experts.61",
"model.layers.47.self_attn.v_experts.62",
"model.layers.47.self_attn.v_experts.63",
"model.layers.47.self_attn.gate_proj",
"model.layers.47.mlp.gate",
"model.layers.47.mlp.shared_experts.gate_proj",
"model.layers.47.mlp.shared_experts.up_proj",
"model.layers.47.mlp.shared_experts.down_proj",
"lm_head"
],
"kv_cache_scheme": null,
"quant_method": "compressed-tensors",
"quantization_status": "compressed",
"sparsity_config": {},
"transform_config": {},
"version": "0.18.1.a20260806"
},
"query_key_norm": false,
"rms_norm_eps": 1e-06,
"rope_head_dim": 128,
"rope_parameters": {
"rope_theta": 10000000.0,
"rope_type": "default"
},
"router_aux_loss_coef": 0.001,
"router_scaling_factor": 2.5,
"router_score_func": "sigmoid",
"sliding_window": null,
"tie_word_embeddings": false,
"transformers_version": "5.15.0",
"use_cache": true,
"use_sliding_window": false,
"vocab_size": 250624
}