| { |
| "base_model_id": "Qwen/Qwen2-Audio-7B-Instruct", |
| "method": "selected_layer_codec", |
| "setting": "q2 + zstd-3", |
| "layer_subset": "all_selected", |
| "selected_layer_count": 96, |
| "applied_layer_count": 96, |
| "selected_layers": [ |
| "language_model.model.layers.0.mlp.gate_proj", |
| "language_model.model.layers.0.mlp.up_proj", |
| "language_model.model.layers.0.mlp.down_proj", |
| "language_model.model.layers.1.mlp.gate_proj", |
| "language_model.model.layers.1.mlp.up_proj", |
| "language_model.model.layers.1.mlp.down_proj", |
| "language_model.model.layers.2.mlp.gate_proj", |
| "language_model.model.layers.2.mlp.up_proj", |
| "language_model.model.layers.2.mlp.down_proj", |
| "language_model.model.layers.3.mlp.gate_proj", |
| "language_model.model.layers.3.mlp.up_proj", |
| "language_model.model.layers.3.mlp.down_proj", |
| "language_model.model.layers.4.mlp.gate_proj", |
| "language_model.model.layers.4.mlp.up_proj", |
| "language_model.model.layers.4.mlp.down_proj", |
| "language_model.model.layers.5.mlp.gate_proj", |
| "language_model.model.layers.5.mlp.up_proj", |
| "language_model.model.layers.5.mlp.down_proj", |
| "language_model.model.layers.6.mlp.gate_proj", |
| "language_model.model.layers.6.mlp.up_proj", |
| "language_model.model.layers.6.mlp.down_proj", |
| "language_model.model.layers.7.mlp.gate_proj", |
| "language_model.model.layers.7.mlp.up_proj", |
| "language_model.model.layers.7.mlp.down_proj", |
| "language_model.model.layers.8.mlp.gate_proj", |
| "language_model.model.layers.8.mlp.up_proj", |
| "language_model.model.layers.8.mlp.down_proj", |
| "language_model.model.layers.9.mlp.gate_proj", |
| "language_model.model.layers.9.mlp.up_proj", |
| "language_model.model.layers.9.mlp.down_proj", |
| "language_model.model.layers.10.mlp.gate_proj", |
| "language_model.model.layers.10.mlp.up_proj", |
| "language_model.model.layers.10.mlp.down_proj", |
| "language_model.model.layers.11.mlp.gate_proj", |
| "language_model.model.layers.11.mlp.up_proj", |
| "language_model.model.layers.11.mlp.down_proj", |
| "language_model.model.layers.12.mlp.gate_proj", |
| "language_model.model.layers.12.mlp.up_proj", |
| "language_model.model.layers.12.mlp.down_proj", |
| "language_model.model.layers.13.mlp.gate_proj", |
| "language_model.model.layers.13.mlp.up_proj", |
| "language_model.model.layers.13.mlp.down_proj", |
| "language_model.model.layers.14.mlp.gate_proj", |
| "language_model.model.layers.14.mlp.up_proj", |
| "language_model.model.layers.14.mlp.down_proj", |
| "language_model.model.layers.15.mlp.gate_proj", |
| "language_model.model.layers.15.mlp.up_proj", |
| "language_model.model.layers.15.mlp.down_proj", |
| "language_model.model.layers.16.mlp.gate_proj", |
| "language_model.model.layers.16.mlp.up_proj", |
| "language_model.model.layers.16.mlp.down_proj", |
| "language_model.model.layers.17.mlp.gate_proj", |
| "language_model.model.layers.17.mlp.up_proj", |
| "language_model.model.layers.17.mlp.down_proj", |
| "language_model.model.layers.18.mlp.gate_proj", |
| "language_model.model.layers.18.mlp.up_proj", |
| "language_model.model.layers.18.mlp.down_proj", |
| "language_model.model.layers.19.mlp.gate_proj", |
| "language_model.model.layers.19.mlp.up_proj", |
| "language_model.model.layers.19.mlp.down_proj", |
| "language_model.model.layers.20.mlp.gate_proj", |
| "language_model.model.layers.20.mlp.up_proj", |
| "language_model.model.layers.20.mlp.down_proj", |
| "language_model.model.layers.21.mlp.gate_proj", |
| "language_model.model.layers.21.mlp.up_proj", |
| "language_model.model.layers.21.mlp.down_proj", |
| "language_model.model.layers.22.mlp.gate_proj", |
| "language_model.model.layers.22.mlp.up_proj", |
| "language_model.model.layers.22.mlp.down_proj", |
| "language_model.model.layers.23.mlp.gate_proj", |
| "language_model.model.layers.23.mlp.up_proj", |
| "language_model.model.layers.23.mlp.down_proj", |
| "language_model.model.layers.24.mlp.gate_proj", |
| "language_model.model.layers.24.mlp.up_proj", |
| "language_model.model.layers.24.mlp.down_proj", |
| "language_model.model.layers.25.mlp.gate_proj", |
| "language_model.model.layers.25.mlp.up_proj", |
| "language_model.model.layers.25.mlp.down_proj", |
| "language_model.model.layers.26.mlp.gate_proj", |
| "language_model.model.layers.26.mlp.up_proj", |
| "language_model.model.layers.26.mlp.down_proj", |
| "language_model.model.layers.27.mlp.gate_proj", |
| "language_model.model.layers.27.mlp.up_proj", |
| "language_model.model.layers.27.mlp.down_proj", |
| "language_model.model.layers.28.mlp.gate_proj", |
| "language_model.model.layers.28.mlp.up_proj", |
| "language_model.model.layers.28.mlp.down_proj", |
| "language_model.model.layers.29.mlp.gate_proj", |
| "language_model.model.layers.29.mlp.up_proj", |
| "language_model.model.layers.29.mlp.down_proj", |
| "language_model.model.layers.30.mlp.gate_proj", |
| "language_model.model.layers.30.mlp.up_proj", |
| "language_model.model.layers.30.mlp.down_proj", |
| "language_model.model.layers.31.mlp.gate_proj", |
| "language_model.model.layers.31.mlp.up_proj", |
| "language_model.model.layers.31.mlp.down_proj" |
| ], |
| "applied_layers": [ |
| "language_model.model.layers.0.mlp.gate_proj", |
| "language_model.model.layers.0.mlp.up_proj", |
| "language_model.model.layers.0.mlp.down_proj", |
| "language_model.model.layers.1.mlp.gate_proj", |
| "language_model.model.layers.1.mlp.up_proj", |
| "language_model.model.layers.1.mlp.down_proj", |
| "language_model.model.layers.2.mlp.gate_proj", |
| "language_model.model.layers.2.mlp.up_proj", |
| "language_model.model.layers.2.mlp.down_proj", |
| "language_model.model.layers.3.mlp.gate_proj", |
| "language_model.model.layers.3.mlp.up_proj", |
| "language_model.model.layers.3.mlp.down_proj", |
| "language_model.model.layers.4.mlp.gate_proj", |
| "language_model.model.layers.4.mlp.up_proj", |
| "language_model.model.layers.4.mlp.down_proj", |
| "language_model.model.layers.5.mlp.gate_proj", |
| "language_model.model.layers.5.mlp.up_proj", |
| "language_model.model.layers.5.mlp.down_proj", |
| "language_model.model.layers.6.mlp.gate_proj", |
| "language_model.model.layers.6.mlp.up_proj", |
| "language_model.model.layers.6.mlp.down_proj", |
| "language_model.model.layers.7.mlp.gate_proj", |
| "language_model.model.layers.7.mlp.up_proj", |
| "language_model.model.layers.7.mlp.down_proj", |
| "language_model.model.layers.8.mlp.gate_proj", |
| "language_model.model.layers.8.mlp.up_proj", |
| "language_model.model.layers.8.mlp.down_proj", |
| "language_model.model.layers.9.mlp.gate_proj", |
| "language_model.model.layers.9.mlp.up_proj", |
| "language_model.model.layers.9.mlp.down_proj", |
| "language_model.model.layers.10.mlp.gate_proj", |
| "language_model.model.layers.10.mlp.up_proj", |
| "language_model.model.layers.10.mlp.down_proj", |
| "language_model.model.layers.11.mlp.gate_proj", |
| "language_model.model.layers.11.mlp.up_proj", |
| "language_model.model.layers.11.mlp.down_proj", |
| "language_model.model.layers.12.mlp.gate_proj", |
| "language_model.model.layers.12.mlp.up_proj", |
| "language_model.model.layers.12.mlp.down_proj", |
| "language_model.model.layers.13.mlp.gate_proj", |
| "language_model.model.layers.13.mlp.up_proj", |
| "language_model.model.layers.13.mlp.down_proj", |
| "language_model.model.layers.14.mlp.gate_proj", |
| "language_model.model.layers.14.mlp.up_proj", |
| "language_model.model.layers.14.mlp.down_proj", |
| "language_model.model.layers.15.mlp.gate_proj", |
| "language_model.model.layers.15.mlp.up_proj", |
| "language_model.model.layers.15.mlp.down_proj", |
| "language_model.model.layers.16.mlp.gate_proj", |
| "language_model.model.layers.16.mlp.up_proj", |
| "language_model.model.layers.16.mlp.down_proj", |
| "language_model.model.layers.17.mlp.gate_proj", |
| "language_model.model.layers.17.mlp.up_proj", |
| "language_model.model.layers.17.mlp.down_proj", |
| "language_model.model.layers.18.mlp.gate_proj", |
| "language_model.model.layers.18.mlp.up_proj", |
| "language_model.model.layers.18.mlp.down_proj", |
| "language_model.model.layers.19.mlp.gate_proj", |
| "language_model.model.layers.19.mlp.up_proj", |
| "language_model.model.layers.19.mlp.down_proj", |
| "language_model.model.layers.20.mlp.gate_proj", |
| "language_model.model.layers.20.mlp.up_proj", |
| "language_model.model.layers.20.mlp.down_proj", |
| "language_model.model.layers.21.mlp.gate_proj", |
| "language_model.model.layers.21.mlp.up_proj", |
| "language_model.model.layers.21.mlp.down_proj", |
| "language_model.model.layers.22.mlp.gate_proj", |
| "language_model.model.layers.22.mlp.up_proj", |
| "language_model.model.layers.22.mlp.down_proj", |
| "language_model.model.layers.23.mlp.gate_proj", |
| "language_model.model.layers.23.mlp.up_proj", |
| "language_model.model.layers.23.mlp.down_proj", |
| "language_model.model.layers.24.mlp.gate_proj", |
| "language_model.model.layers.24.mlp.up_proj", |
| "language_model.model.layers.24.mlp.down_proj", |
| "language_model.model.layers.25.mlp.gate_proj", |
| "language_model.model.layers.25.mlp.up_proj", |
| "language_model.model.layers.25.mlp.down_proj", |
| "language_model.model.layers.26.mlp.gate_proj", |
| "language_model.model.layers.26.mlp.up_proj", |
| "language_model.model.layers.26.mlp.down_proj", |
| "language_model.model.layers.27.mlp.gate_proj", |
| "language_model.model.layers.27.mlp.up_proj", |
| "language_model.model.layers.27.mlp.down_proj", |
| "language_model.model.layers.28.mlp.gate_proj", |
| "language_model.model.layers.28.mlp.up_proj", |
| "language_model.model.layers.28.mlp.down_proj", |
| "language_model.model.layers.29.mlp.gate_proj", |
| "language_model.model.layers.29.mlp.up_proj", |
| "language_model.model.layers.29.mlp.down_proj", |
| "language_model.model.layers.30.mlp.gate_proj", |
| "language_model.model.layers.30.mlp.up_proj", |
| "language_model.model.layers.30.mlp.down_proj", |
| "language_model.model.layers.31.mlp.gate_proj", |
| "language_model.model.layers.31.mlp.up_proj", |
| "language_model.model.layers.31.mlp.down_proj" |
| ], |
| "description": "Selected-layer codec: subset=all_selected, Quantize(digits=2, astype='f2') + Zstd(level=3)", |
| "device_used_for_export": "cuda", |
| "artifact_bytes": 11475070274, |
| "artifact_gb": 10.686991991475224 |
| } |
