| { | |
| "model_id": "inclusionAI/Ling-3.0-tiny", | |
| "model_meta": { | |
| "d_mlp": 4608, | |
| "d_model": 1536, | |
| "n_heads": 16, | |
| "n_kv_heads": 16, | |
| "head_dim": 128, | |
| "num_layers": 24, | |
| "binary_contrasts": [ | |
| "authentic_vs_corporate", | |
| "code_vs_natural_language" | |
| ], | |
| "binary_contrast": "authentic_vs_corporate", | |
| "compliance_behaviour_compat": { | |
| "contrast": "authentic_vs_corporate", | |
| "label_a": "authentic", | |
| "label_b": "corporate", | |
| "legacy_column_mapping": { | |
| "mean_corp": "mean_b", | |
| "mean_auth": "mean_a", | |
| "delta": "negative_delta_a_minus_b", | |
| "corp_leaning": "label_b_leaning" | |
| } | |
| } | |
| }, | |
| "layers": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4, | |
| 5, | |
| 6, | |
| 7, | |
| 8, | |
| 9, | |
| 10, | |
| 11, | |
| 12, | |
| 13, | |
| 14, | |
| 15, | |
| 16, | |
| 17, | |
| 18, | |
| 19, | |
| 20, | |
| 21, | |
| 22, | |
| 23 | |
| ], | |
| "components_per_layer": { | |
| "0": [ | |
| "mlp", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "1": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "2": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "3": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "4": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "5": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "6": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "7": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "8": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "9": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "10": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "11": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "12": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "13": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "14": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "15": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "16": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "17": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "18": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "19": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "20": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "21": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "22": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ], | |
| "23": [ | |
| "mlp", | |
| "router", | |
| "attn", | |
| "heads", | |
| "q", | |
| "k", | |
| "v" | |
| ] | |
| }, | |
| "subzero_layers": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4, | |
| 5, | |
| 6, | |
| 7, | |
| 8, | |
| 9, | |
| 10, | |
| 11, | |
| 12, | |
| 13, | |
| 14, | |
| 15, | |
| 16, | |
| 17, | |
| 18, | |
| 19, | |
| 20, | |
| 21, | |
| 22, | |
| 23 | |
| ], | |
| "corpus": { | |
| "source": "/workspace/outputs/ling-3.0-tiny-atlas/l0_census_raw.npz", | |
| "hash": "size:516375048", | |
| "n_prompts": 8965, | |
| "buckets": { | |
| "core_technical": 550, | |
| "ml_ai": 550, | |
| "research": 527, | |
| "writing": 514, | |
| "creative_writing": 515, | |
| "brainstorming": 499, | |
| "planning": 472, | |
| "data": 467, | |
| "learning": 455, | |
| "roleplay": 589, | |
| "introspection": 589, | |
| "business": 590, | |
| "design": 590, | |
| "niche": 590, | |
| "community": 588, | |
| "humor": 590, | |
| "tool_use": 290 | |
| } | |
| }, | |
| "updated_at": "2026-08-19T10:06:32Z" | |
| } |