Instructions to use zviratko/Qwen3.8-27B-Brainwaves-WFH-oQ8e-mtp with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use zviratko/Qwen3.8-27B-Brainwaves-WFH-oQ8e-mtp with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir Qwen3.8-27B-Brainwaves-WFH-oQ8e-mtp zviratko/Qwen3.8-27B-Brainwaves-WFH-oQ8e-mtp
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
| { | |
| "enabled": true, | |
| "cache_path": "/Users/zviratko/.omlx/models/.oqe_imatrix/Qwen3.8-27B-Brainwaves-WFH-d79f71f61fa9-s128-l512.npz", | |
| "cache_reused": true, | |
| "entry_count": 504, | |
| "calib_dataset": "oqe_code_multilingual", | |
| "collection": { | |
| "dataset": "oqe_code_multilingual", | |
| "requested_samples": 128, | |
| "seq_length": 512, | |
| "adaptive": true, | |
| "adaptive_step_samples": 128, | |
| "adaptive_max_samples": 1024, | |
| "available_samples": 1024, | |
| "micro_batch_size": 32, | |
| "micro_batches": 4, | |
| "batch_plan": { | |
| "micro_batch_size": 32, | |
| "estimated_sample_bytes": 10485760, | |
| "capture_budget_bytes": 339531886, | |
| "system_available_bytes": 89516195840, | |
| "metal_available_bytes": 115443109340, | |
| "live_available_bytes": 89516195840, | |
| "model_bytes": 55563007176, | |
| "remaining_available_bytes": 33953188664, | |
| "fits_one_sample": true, | |
| "hidden_size": 5120, | |
| "num_experts": 0, | |
| "top_k": 1, | |
| "gemma4_state_bytes": 0, | |
| "num_hidden_layers": 64, | |
| "num_kv_shared_layers": 0, | |
| "per_layer_input_size": 0 | |
| }, | |
| "processed_samples": 128, | |
| "installed_modules": 615, | |
| "capture_module_classes": { | |
| "Linear": 615 | |
| }, | |
| "switch_capture_modules": 0, | |
| "requires_expert_counts": false, | |
| "coverage_sufficient": true, | |
| "collection_sufficient": true, | |
| "coverage": { | |
| "has_expert_counts": false, | |
| "expert_modules": 0, | |
| "total_experts": 0, | |
| "active_experts": 0, | |
| "zero_count_experts": 0, | |
| "active_ratio": 1.0, | |
| "min_count": 0, | |
| "p05_count": 0.0, | |
| "p10_count": 0.0, | |
| "median_count": 0.0, | |
| "max_count": 0, | |
| "min_required_count": 16, | |
| "required_percentile": 5 | |
| }, | |
| "rounds": [ | |
| { | |
| "processed_samples": 128, | |
| "coverage_sufficient": true, | |
| "collection_sufficient": true, | |
| "coverage": { | |
| "has_expert_counts": false, | |
| "expert_modules": 0, | |
| "total_experts": 0, | |
| "active_experts": 0, | |
| "zero_count_experts": 0, | |
| "active_ratio": 1.0, | |
| "min_count": 0, | |
| "p05_count": 0.0, | |
| "p10_count": 0.0, | |
| "median_count": 0.0, | |
| "max_count": 0, | |
| "min_required_count": 16, | |
| "required_percentile": 5 | |
| } | |
| } | |
| ] | |
| }, | |
| "expert_coverage": { | |
| "has_expert_counts": false, | |
| "expert_modules": 0, | |
| "total_experts": 0, | |
| "active_experts": 0, | |
| "zero_count_experts": 0, | |
| "active_ratio": 1.0, | |
| "min_count": 0, | |
| "p05_count": 0.0, | |
| "p10_count": 0.0, | |
| "median_count": 0.0, | |
| "max_count": 0, | |
| "min_required_count": 16, | |
| "required_percentile": 5 | |
| }, | |
| "applied": [ | |
| "language_model.model.layers.0.linear_attn.in_proj_a", | |
| "language_model.model.layers.0.linear_attn.in_proj_b", | |
| "language_model.model.layers.0.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.0.linear_attn.in_proj_z", | |
| "language_model.model.layers.0.linear_attn.out_proj", | |
| "language_model.model.layers.0.mlp.down_proj", | |
| "language_model.model.layers.0.mlp.gate_proj", | |
| "language_model.model.layers.0.mlp.up_proj", | |
| "language_model.model.layers.1.linear_attn.in_proj_a", | |
| "language_model.model.layers.1.linear_attn.in_proj_b", | |
| "language_model.model.layers.1.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.1.linear_attn.in_proj_z", | |
| "language_model.model.layers.1.linear_attn.out_proj", | |
| "language_model.model.layers.1.mlp.down_proj", | |
| "language_model.model.layers.1.mlp.gate_proj", | |
| "language_model.model.layers.1.mlp.up_proj", | |
| "language_model.model.layers.10.linear_attn.in_proj_a", | |
| "language_model.model.layers.10.linear_attn.in_proj_b", | |
| "language_model.model.layers.10.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.10.linear_attn.in_proj_z", | |
| "language_model.model.layers.10.linear_attn.out_proj", | |
| "language_model.model.layers.10.mlp.down_proj", | |
| "language_model.model.layers.10.mlp.gate_proj", | |
| "language_model.model.layers.10.mlp.up_proj", | |
| "language_model.model.layers.11.mlp.down_proj", | |
| "language_model.model.layers.11.mlp.gate_proj", | |
| "language_model.model.layers.11.mlp.up_proj", | |
| "language_model.model.layers.11.self_attn.k_proj", | |
| "language_model.model.layers.11.self_attn.o_proj", | |
| "language_model.model.layers.11.self_attn.q_proj", | |
| "language_model.model.layers.11.self_attn.v_proj", | |
| "language_model.model.layers.12.linear_attn.in_proj_a", | |
| "language_model.model.layers.12.linear_attn.in_proj_b", | |
| "language_model.model.layers.12.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.12.linear_attn.in_proj_z", | |
| "language_model.model.layers.12.linear_attn.out_proj", | |
| "language_model.model.layers.12.mlp.down_proj", | |
| "language_model.model.layers.12.mlp.gate_proj", | |
| "language_model.model.layers.12.mlp.up_proj", | |
| "language_model.model.layers.13.linear_attn.in_proj_a", | |
| "language_model.model.layers.13.linear_attn.in_proj_b", | |
| "language_model.model.layers.13.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.13.linear_attn.in_proj_z", | |
| "language_model.model.layers.13.linear_attn.out_proj", | |
| "language_model.model.layers.13.mlp.down_proj", | |
| "language_model.model.layers.13.mlp.gate_proj", | |
| "language_model.model.layers.13.mlp.up_proj", | |
| "language_model.model.layers.14.linear_attn.in_proj_a", | |
| "language_model.model.layers.14.linear_attn.in_proj_b", | |
| "language_model.model.layers.14.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.14.linear_attn.in_proj_z", | |
| "language_model.model.layers.14.linear_attn.out_proj", | |
| "language_model.model.layers.14.mlp.down_proj", | |
| "language_model.model.layers.14.mlp.gate_proj", | |
| "language_model.model.layers.14.mlp.up_proj", | |
| "language_model.model.layers.15.mlp.down_proj", | |
| "language_model.model.layers.15.mlp.gate_proj", | |
| "language_model.model.layers.15.mlp.up_proj", | |
| "language_model.model.layers.15.self_attn.k_proj", | |
| "language_model.model.layers.15.self_attn.o_proj", | |
| "language_model.model.layers.15.self_attn.q_proj", | |
| "language_model.model.layers.15.self_attn.v_proj", | |
| "language_model.model.layers.16.linear_attn.in_proj_a", | |
| "language_model.model.layers.16.linear_attn.in_proj_b", | |
| "language_model.model.layers.16.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.16.linear_attn.in_proj_z", | |
| "language_model.model.layers.16.linear_attn.out_proj", | |
| "language_model.model.layers.16.mlp.down_proj", | |
| "language_model.model.layers.16.mlp.gate_proj", | |
| "language_model.model.layers.16.mlp.up_proj", | |
| "language_model.model.layers.17.linear_attn.in_proj_a", | |
| "language_model.model.layers.17.linear_attn.in_proj_b", | |
| "language_model.model.layers.17.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.17.linear_attn.in_proj_z", | |
| "language_model.model.layers.17.linear_attn.out_proj", | |
| "language_model.model.layers.17.mlp.down_proj", | |
| "language_model.model.layers.17.mlp.gate_proj", | |
| "language_model.model.layers.17.mlp.up_proj", | |
| "language_model.model.layers.18.linear_attn.in_proj_a", | |
| "language_model.model.layers.18.linear_attn.in_proj_b", | |
| "language_model.model.layers.18.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.18.linear_attn.in_proj_z", | |
| "language_model.model.layers.18.linear_attn.out_proj", | |
| "language_model.model.layers.18.mlp.down_proj", | |
| "language_model.model.layers.18.mlp.gate_proj", | |
| "language_model.model.layers.18.mlp.up_proj", | |
| "language_model.model.layers.19.mlp.down_proj", | |
| "language_model.model.layers.19.mlp.gate_proj", | |
| "language_model.model.layers.19.mlp.up_proj", | |
| "language_model.model.layers.19.self_attn.k_proj", | |
| "language_model.model.layers.19.self_attn.o_proj", | |
| "language_model.model.layers.19.self_attn.q_proj", | |
| "language_model.model.layers.19.self_attn.v_proj", | |
| "language_model.model.layers.2.linear_attn.in_proj_a", | |
| "language_model.model.layers.2.linear_attn.in_proj_b", | |
| "language_model.model.layers.2.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.2.linear_attn.in_proj_z", | |
| "language_model.model.layers.2.linear_attn.out_proj", | |
| "language_model.model.layers.2.mlp.down_proj", | |
| "language_model.model.layers.2.mlp.gate_proj", | |
| "language_model.model.layers.2.mlp.up_proj", | |
| "language_model.model.layers.20.linear_attn.in_proj_a", | |
| "language_model.model.layers.20.linear_attn.in_proj_b", | |
| "language_model.model.layers.20.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.20.linear_attn.in_proj_z", | |
| "language_model.model.layers.20.linear_attn.out_proj", | |
| "language_model.model.layers.20.mlp.down_proj", | |
| "language_model.model.layers.20.mlp.gate_proj", | |
| "language_model.model.layers.20.mlp.up_proj", | |
| "language_model.model.layers.21.linear_attn.in_proj_a", | |
| "language_model.model.layers.21.linear_attn.in_proj_b", | |
| "language_model.model.layers.21.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.21.linear_attn.in_proj_z", | |
| "language_model.model.layers.21.linear_attn.out_proj", | |
| "language_model.model.layers.21.mlp.down_proj", | |
| "language_model.model.layers.21.mlp.gate_proj", | |
| "language_model.model.layers.21.mlp.up_proj", | |
| "language_model.model.layers.22.linear_attn.in_proj_a", | |
| "language_model.model.layers.22.linear_attn.in_proj_b", | |
| "language_model.model.layers.22.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.22.linear_attn.in_proj_z", | |
| "language_model.model.layers.22.linear_attn.out_proj", | |
| "language_model.model.layers.22.mlp.down_proj", | |
| "language_model.model.layers.22.mlp.gate_proj", | |
| "language_model.model.layers.22.mlp.up_proj", | |
| "language_model.model.layers.23.mlp.down_proj", | |
| "language_model.model.layers.23.mlp.gate_proj", | |
| "language_model.model.layers.23.mlp.up_proj", | |
| "language_model.model.layers.23.self_attn.k_proj", | |
| "language_model.model.layers.23.self_attn.o_proj", | |
| "language_model.model.layers.23.self_attn.q_proj", | |
| "language_model.model.layers.23.self_attn.v_proj", | |
| "language_model.model.layers.24.linear_attn.in_proj_a", | |
| "language_model.model.layers.24.linear_attn.in_proj_b", | |
| "language_model.model.layers.24.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.24.linear_attn.in_proj_z", | |
| "language_model.model.layers.24.linear_attn.out_proj", | |
| "language_model.model.layers.24.mlp.down_proj", | |
| "language_model.model.layers.24.mlp.gate_proj", | |
| "language_model.model.layers.24.mlp.up_proj", | |
| "language_model.model.layers.25.linear_attn.in_proj_a", | |
| "language_model.model.layers.25.linear_attn.in_proj_b", | |
| "language_model.model.layers.25.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.25.linear_attn.in_proj_z", | |
| "language_model.model.layers.25.linear_attn.out_proj", | |
| "language_model.model.layers.25.mlp.down_proj", | |
| "language_model.model.layers.25.mlp.gate_proj", | |
| "language_model.model.layers.25.mlp.up_proj", | |
| "language_model.model.layers.26.linear_attn.in_proj_a", | |
| "language_model.model.layers.26.linear_attn.in_proj_b", | |
| "language_model.model.layers.26.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.26.linear_attn.in_proj_z", | |
| "language_model.model.layers.26.linear_attn.out_proj", | |
| "language_model.model.layers.26.mlp.down_proj", | |
| "language_model.model.layers.26.mlp.gate_proj", | |
| "language_model.model.layers.26.mlp.up_proj", | |
| "language_model.model.layers.27.mlp.down_proj", | |
| "language_model.model.layers.27.mlp.gate_proj", | |
| "language_model.model.layers.27.mlp.up_proj", | |
| "language_model.model.layers.27.self_attn.k_proj", | |
| "language_model.model.layers.27.self_attn.o_proj", | |
| "language_model.model.layers.27.self_attn.q_proj", | |
| "language_model.model.layers.27.self_attn.v_proj", | |
| "language_model.model.layers.28.linear_attn.in_proj_a", | |
| "language_model.model.layers.28.linear_attn.in_proj_b", | |
| "language_model.model.layers.28.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.28.linear_attn.in_proj_z", | |
| "language_model.model.layers.28.linear_attn.out_proj", | |
| "language_model.model.layers.28.mlp.down_proj", | |
| "language_model.model.layers.28.mlp.gate_proj", | |
| "language_model.model.layers.28.mlp.up_proj", | |
| "language_model.model.layers.29.linear_attn.in_proj_a", | |
| "language_model.model.layers.29.linear_attn.in_proj_b", | |
| "language_model.model.layers.29.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.29.linear_attn.in_proj_z", | |
| "language_model.model.layers.29.linear_attn.out_proj", | |
| "language_model.model.layers.29.mlp.down_proj", | |
| "language_model.model.layers.29.mlp.gate_proj", | |
| "language_model.model.layers.29.mlp.up_proj", | |
| "language_model.model.layers.3.mlp.down_proj", | |
| "language_model.model.layers.3.mlp.gate_proj", | |
| "language_model.model.layers.3.mlp.up_proj", | |
| "language_model.model.layers.3.self_attn.k_proj", | |
| "language_model.model.layers.3.self_attn.o_proj", | |
| "language_model.model.layers.3.self_attn.q_proj", | |
| "language_model.model.layers.3.self_attn.v_proj", | |
| "language_model.model.layers.30.linear_attn.in_proj_a", | |
| "language_model.model.layers.30.linear_attn.in_proj_b", | |
| "language_model.model.layers.30.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.30.linear_attn.in_proj_z", | |
| "language_model.model.layers.30.linear_attn.out_proj", | |
| "language_model.model.layers.30.mlp.down_proj", | |
| "language_model.model.layers.30.mlp.gate_proj", | |
| "language_model.model.layers.30.mlp.up_proj", | |
| "language_model.model.layers.31.mlp.down_proj", | |
| "language_model.model.layers.31.mlp.gate_proj", | |
| "language_model.model.layers.31.mlp.up_proj", | |
| "language_model.model.layers.31.self_attn.k_proj", | |
| "language_model.model.layers.31.self_attn.o_proj", | |
| "language_model.model.layers.31.self_attn.q_proj", | |
| "language_model.model.layers.31.self_attn.v_proj", | |
| "language_model.model.layers.32.linear_attn.in_proj_a", | |
| "language_model.model.layers.32.linear_attn.in_proj_b", | |
| "language_model.model.layers.32.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.32.linear_attn.in_proj_z", | |
| "language_model.model.layers.32.linear_attn.out_proj", | |
| "language_model.model.layers.32.mlp.down_proj", | |
| "language_model.model.layers.32.mlp.gate_proj", | |
| "language_model.model.layers.32.mlp.up_proj", | |
| "language_model.model.layers.33.linear_attn.in_proj_a", | |
| "language_model.model.layers.33.linear_attn.in_proj_b", | |
| "language_model.model.layers.33.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.33.linear_attn.in_proj_z", | |
| "language_model.model.layers.33.linear_attn.out_proj", | |
| "language_model.model.layers.33.mlp.down_proj", | |
| "language_model.model.layers.33.mlp.gate_proj", | |
| "language_model.model.layers.33.mlp.up_proj", | |
| "language_model.model.layers.34.linear_attn.in_proj_a", | |
| "language_model.model.layers.34.linear_attn.in_proj_b", | |
| "language_model.model.layers.34.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.34.linear_attn.in_proj_z", | |
| "language_model.model.layers.34.linear_attn.out_proj", | |
| "language_model.model.layers.34.mlp.down_proj", | |
| "language_model.model.layers.34.mlp.gate_proj", | |
| "language_model.model.layers.34.mlp.up_proj", | |
| "language_model.model.layers.35.mlp.down_proj", | |
| "language_model.model.layers.35.mlp.gate_proj", | |
| "language_model.model.layers.35.mlp.up_proj", | |
| "language_model.model.layers.35.self_attn.k_proj", | |
| "language_model.model.layers.35.self_attn.o_proj", | |
| "language_model.model.layers.35.self_attn.q_proj", | |
| "language_model.model.layers.35.self_attn.v_proj", | |
| "language_model.model.layers.36.linear_attn.in_proj_a", | |
| "language_model.model.layers.36.linear_attn.in_proj_b", | |
| "language_model.model.layers.36.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.36.linear_attn.in_proj_z", | |
| "language_model.model.layers.36.linear_attn.out_proj", | |
| "language_model.model.layers.36.mlp.down_proj", | |
| "language_model.model.layers.36.mlp.gate_proj", | |
| "language_model.model.layers.36.mlp.up_proj", | |
| "language_model.model.layers.37.linear_attn.in_proj_a", | |
| "language_model.model.layers.37.linear_attn.in_proj_b", | |
| "language_model.model.layers.37.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.37.linear_attn.in_proj_z", | |
| "language_model.model.layers.37.linear_attn.out_proj", | |
| "language_model.model.layers.37.mlp.down_proj", | |
| "language_model.model.layers.37.mlp.gate_proj", | |
| "language_model.model.layers.37.mlp.up_proj", | |
| "language_model.model.layers.38.linear_attn.in_proj_a", | |
| "language_model.model.layers.38.linear_attn.in_proj_b", | |
| "language_model.model.layers.38.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.38.linear_attn.in_proj_z", | |
| "language_model.model.layers.38.linear_attn.out_proj", | |
| "language_model.model.layers.38.mlp.down_proj", | |
| "language_model.model.layers.38.mlp.gate_proj", | |
| "language_model.model.layers.38.mlp.up_proj", | |
| "language_model.model.layers.39.mlp.down_proj", | |
| "language_model.model.layers.39.mlp.gate_proj", | |
| "language_model.model.layers.39.mlp.up_proj", | |
| "language_model.model.layers.39.self_attn.k_proj", | |
| "language_model.model.layers.39.self_attn.o_proj", | |
| "language_model.model.layers.39.self_attn.q_proj", | |
| "language_model.model.layers.39.self_attn.v_proj", | |
| "language_model.model.layers.4.linear_attn.in_proj_a", | |
| "language_model.model.layers.4.linear_attn.in_proj_b", | |
| "language_model.model.layers.4.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.4.linear_attn.in_proj_z", | |
| "language_model.model.layers.4.linear_attn.out_proj", | |
| "language_model.model.layers.4.mlp.down_proj", | |
| "language_model.model.layers.4.mlp.gate_proj", | |
| "language_model.model.layers.4.mlp.up_proj", | |
| "language_model.model.layers.40.linear_attn.in_proj_a", | |
| "language_model.model.layers.40.linear_attn.in_proj_b", | |
| "language_model.model.layers.40.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.40.linear_attn.in_proj_z", | |
| "language_model.model.layers.40.linear_attn.out_proj", | |
| "language_model.model.layers.40.mlp.down_proj", | |
| "language_model.model.layers.40.mlp.gate_proj", | |
| "language_model.model.layers.40.mlp.up_proj", | |
| "language_model.model.layers.41.linear_attn.in_proj_a", | |
| "language_model.model.layers.41.linear_attn.in_proj_b", | |
| "language_model.model.layers.41.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.41.linear_attn.in_proj_z", | |
| "language_model.model.layers.41.linear_attn.out_proj", | |
| "language_model.model.layers.41.mlp.down_proj", | |
| "language_model.model.layers.41.mlp.gate_proj", | |
| "language_model.model.layers.41.mlp.up_proj", | |
| "language_model.model.layers.42.linear_attn.in_proj_a", | |
| "language_model.model.layers.42.linear_attn.in_proj_b", | |
| "language_model.model.layers.42.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.42.linear_attn.in_proj_z", | |
| "language_model.model.layers.42.linear_attn.out_proj", | |
| "language_model.model.layers.42.mlp.down_proj", | |
| "language_model.model.layers.42.mlp.gate_proj", | |
| "language_model.model.layers.42.mlp.up_proj", | |
| "language_model.model.layers.43.mlp.down_proj", | |
| "language_model.model.layers.43.mlp.gate_proj", | |
| "language_model.model.layers.43.mlp.up_proj", | |
| "language_model.model.layers.43.self_attn.k_proj", | |
| "language_model.model.layers.43.self_attn.o_proj", | |
| "language_model.model.layers.43.self_attn.q_proj", | |
| "language_model.model.layers.43.self_attn.v_proj", | |
| "language_model.model.layers.44.linear_attn.in_proj_a", | |
| "language_model.model.layers.44.linear_attn.in_proj_b", | |
| "language_model.model.layers.44.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.44.linear_attn.in_proj_z", | |
| "language_model.model.layers.44.linear_attn.out_proj", | |
| "language_model.model.layers.44.mlp.down_proj", | |
| "language_model.model.layers.44.mlp.gate_proj", | |
| "language_model.model.layers.44.mlp.up_proj", | |
| "language_model.model.layers.45.linear_attn.in_proj_a", | |
| "language_model.model.layers.45.linear_attn.in_proj_b", | |
| "language_model.model.layers.45.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.45.linear_attn.in_proj_z", | |
| "language_model.model.layers.45.linear_attn.out_proj", | |
| "language_model.model.layers.45.mlp.down_proj", | |
| "language_model.model.layers.45.mlp.gate_proj", | |
| "language_model.model.layers.45.mlp.up_proj", | |
| "language_model.model.layers.46.linear_attn.in_proj_a", | |
| "language_model.model.layers.46.linear_attn.in_proj_b", | |
| "language_model.model.layers.46.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.46.linear_attn.in_proj_z", | |
| "language_model.model.layers.46.linear_attn.out_proj", | |
| "language_model.model.layers.46.mlp.down_proj", | |
| "language_model.model.layers.46.mlp.gate_proj", | |
| "language_model.model.layers.46.mlp.up_proj", | |
| "language_model.model.layers.47.mlp.down_proj", | |
| "language_model.model.layers.47.mlp.gate_proj", | |
| "language_model.model.layers.47.mlp.up_proj", | |
| "language_model.model.layers.47.self_attn.k_proj", | |
| "language_model.model.layers.47.self_attn.o_proj", | |
| "language_model.model.layers.47.self_attn.q_proj", | |
| "language_model.model.layers.47.self_attn.v_proj", | |
| "language_model.model.layers.48.linear_attn.in_proj_a", | |
| "language_model.model.layers.48.linear_attn.in_proj_b", | |
| "language_model.model.layers.48.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.48.linear_attn.in_proj_z", | |
| "language_model.model.layers.48.linear_attn.out_proj", | |
| "language_model.model.layers.48.mlp.down_proj", | |
| "language_model.model.layers.48.mlp.gate_proj", | |
| "language_model.model.layers.48.mlp.up_proj", | |
| "language_model.model.layers.49.linear_attn.in_proj_a", | |
| "language_model.model.layers.49.linear_attn.in_proj_b", | |
| "language_model.model.layers.49.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.49.linear_attn.in_proj_z", | |
| "language_model.model.layers.49.linear_attn.out_proj", | |
| "language_model.model.layers.49.mlp.down_proj", | |
| "language_model.model.layers.49.mlp.gate_proj", | |
| "language_model.model.layers.49.mlp.up_proj", | |
| "language_model.model.layers.5.linear_attn.in_proj_a", | |
| "language_model.model.layers.5.linear_attn.in_proj_b", | |
| "language_model.model.layers.5.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.5.linear_attn.in_proj_z", | |
| "language_model.model.layers.5.linear_attn.out_proj", | |
| "language_model.model.layers.5.mlp.down_proj", | |
| "language_model.model.layers.5.mlp.gate_proj", | |
| "language_model.model.layers.5.mlp.up_proj", | |
| "language_model.model.layers.50.linear_attn.in_proj_a", | |
| "language_model.model.layers.50.linear_attn.in_proj_b", | |
| "language_model.model.layers.50.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.50.linear_attn.in_proj_z", | |
| "language_model.model.layers.50.linear_attn.out_proj", | |
| "language_model.model.layers.50.mlp.down_proj", | |
| "language_model.model.layers.50.mlp.gate_proj", | |
| "language_model.model.layers.50.mlp.up_proj", | |
| "language_model.model.layers.51.mlp.down_proj", | |
| "language_model.model.layers.51.mlp.gate_proj", | |
| "language_model.model.layers.51.mlp.up_proj", | |
| "language_model.model.layers.51.self_attn.k_proj", | |
| "language_model.model.layers.51.self_attn.o_proj", | |
| "language_model.model.layers.51.self_attn.q_proj", | |
| "language_model.model.layers.51.self_attn.v_proj", | |
| "language_model.model.layers.52.linear_attn.in_proj_a", | |
| "language_model.model.layers.52.linear_attn.in_proj_b", | |
| "language_model.model.layers.52.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.52.linear_attn.in_proj_z", | |
| "language_model.model.layers.52.linear_attn.out_proj", | |
| "language_model.model.layers.52.mlp.down_proj", | |
| "language_model.model.layers.52.mlp.gate_proj", | |
| "language_model.model.layers.52.mlp.up_proj", | |
| "language_model.model.layers.53.linear_attn.in_proj_a", | |
| "language_model.model.layers.53.linear_attn.in_proj_b", | |
| "language_model.model.layers.53.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.53.linear_attn.in_proj_z", | |
| "language_model.model.layers.53.linear_attn.out_proj", | |
| "language_model.model.layers.53.mlp.down_proj", | |
| "language_model.model.layers.53.mlp.gate_proj", | |
| "language_model.model.layers.53.mlp.up_proj", | |
| "language_model.model.layers.54.linear_attn.in_proj_a", | |
| "language_model.model.layers.54.linear_attn.in_proj_b", | |
| "language_model.model.layers.54.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.54.linear_attn.in_proj_z", | |
| "language_model.model.layers.54.linear_attn.out_proj", | |
| "language_model.model.layers.54.mlp.down_proj", | |
| "language_model.model.layers.54.mlp.gate_proj", | |
| "language_model.model.layers.54.mlp.up_proj", | |
| "language_model.model.layers.55.mlp.down_proj", | |
| "language_model.model.layers.55.mlp.gate_proj", | |
| "language_model.model.layers.55.mlp.up_proj", | |
| "language_model.model.layers.55.self_attn.k_proj", | |
| "language_model.model.layers.55.self_attn.o_proj", | |
| "language_model.model.layers.55.self_attn.q_proj", | |
| "language_model.model.layers.55.self_attn.v_proj", | |
| "language_model.model.layers.56.linear_attn.in_proj_a", | |
| "language_model.model.layers.56.linear_attn.in_proj_b", | |
| "language_model.model.layers.56.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.56.linear_attn.in_proj_z", | |
| "language_model.model.layers.56.linear_attn.out_proj", | |
| "language_model.model.layers.56.mlp.down_proj", | |
| "language_model.model.layers.56.mlp.gate_proj", | |
| "language_model.model.layers.56.mlp.up_proj", | |
| "language_model.model.layers.57.linear_attn.in_proj_a", | |
| "language_model.model.layers.57.linear_attn.in_proj_b", | |
| "language_model.model.layers.57.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.57.linear_attn.in_proj_z", | |
| "language_model.model.layers.57.linear_attn.out_proj", | |
| "language_model.model.layers.57.mlp.down_proj", | |
| "language_model.model.layers.57.mlp.gate_proj", | |
| "language_model.model.layers.57.mlp.up_proj", | |
| "language_model.model.layers.58.linear_attn.in_proj_a", | |
| "language_model.model.layers.58.linear_attn.in_proj_b", | |
| "language_model.model.layers.58.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.58.linear_attn.in_proj_z", | |
| "language_model.model.layers.58.linear_attn.out_proj", | |
| "language_model.model.layers.58.mlp.down_proj", | |
| "language_model.model.layers.58.mlp.gate_proj", | |
| "language_model.model.layers.58.mlp.up_proj", | |
| "language_model.model.layers.59.mlp.down_proj", | |
| "language_model.model.layers.59.mlp.gate_proj", | |
| "language_model.model.layers.59.mlp.up_proj", | |
| "language_model.model.layers.59.self_attn.k_proj", | |
| "language_model.model.layers.59.self_attn.o_proj", | |
| "language_model.model.layers.59.self_attn.q_proj", | |
| "language_model.model.layers.59.self_attn.v_proj", | |
| "language_model.model.layers.6.linear_attn.in_proj_a", | |
| "language_model.model.layers.6.linear_attn.in_proj_b", | |
| "language_model.model.layers.6.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.6.linear_attn.in_proj_z", | |
| "language_model.model.layers.6.linear_attn.out_proj", | |
| "language_model.model.layers.6.mlp.down_proj", | |
| "language_model.model.layers.6.mlp.gate_proj", | |
| "language_model.model.layers.6.mlp.up_proj", | |
| "language_model.model.layers.60.linear_attn.in_proj_a", | |
| "language_model.model.layers.60.linear_attn.in_proj_b", | |
| "language_model.model.layers.60.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.60.linear_attn.in_proj_z", | |
| "language_model.model.layers.60.linear_attn.out_proj", | |
| "language_model.model.layers.60.mlp.down_proj", | |
| "language_model.model.layers.60.mlp.gate_proj", | |
| "language_model.model.layers.60.mlp.up_proj", | |
| "language_model.model.layers.61.linear_attn.in_proj_a", | |
| "language_model.model.layers.61.linear_attn.in_proj_b", | |
| "language_model.model.layers.61.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.61.linear_attn.in_proj_z", | |
| "language_model.model.layers.61.linear_attn.out_proj", | |
| "language_model.model.layers.61.mlp.down_proj", | |
| "language_model.model.layers.61.mlp.gate_proj", | |
| "language_model.model.layers.61.mlp.up_proj", | |
| "language_model.model.layers.62.linear_attn.in_proj_a", | |
| "language_model.model.layers.62.linear_attn.in_proj_b", | |
| "language_model.model.layers.62.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.62.linear_attn.in_proj_z", | |
| "language_model.model.layers.62.linear_attn.out_proj", | |
| "language_model.model.layers.62.mlp.down_proj", | |
| "language_model.model.layers.62.mlp.gate_proj", | |
| "language_model.model.layers.62.mlp.up_proj", | |
| "language_model.model.layers.63.mlp.down_proj", | |
| "language_model.model.layers.63.mlp.gate_proj", | |
| "language_model.model.layers.63.mlp.up_proj", | |
| "language_model.model.layers.63.self_attn.k_proj", | |
| "language_model.model.layers.63.self_attn.o_proj", | |
| "language_model.model.layers.63.self_attn.q_proj", | |
| "language_model.model.layers.63.self_attn.v_proj", | |
| "language_model.model.layers.7.mlp.down_proj", | |
| "language_model.model.layers.7.mlp.gate_proj", | |
| "language_model.model.layers.7.mlp.up_proj", | |
| "language_model.model.layers.7.self_attn.k_proj", | |
| "language_model.model.layers.7.self_attn.o_proj", | |
| "language_model.model.layers.7.self_attn.q_proj", | |
| "language_model.model.layers.7.self_attn.v_proj", | |
| "language_model.model.layers.8.linear_attn.in_proj_a", | |
| "language_model.model.layers.8.linear_attn.in_proj_b", | |
| "language_model.model.layers.8.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.8.linear_attn.in_proj_z", | |
| "language_model.model.layers.8.linear_attn.out_proj", | |
| "language_model.model.layers.8.mlp.down_proj", | |
| "language_model.model.layers.8.mlp.gate_proj", | |
| "language_model.model.layers.8.mlp.up_proj", | |
| "language_model.model.layers.9.linear_attn.in_proj_a", | |
| "language_model.model.layers.9.linear_attn.in_proj_b", | |
| "language_model.model.layers.9.linear_attn.in_proj_qkv", | |
| "language_model.model.layers.9.linear_attn.in_proj_z", | |
| "language_model.model.layers.9.linear_attn.out_proj", | |
| "language_model.model.layers.9.mlp.down_proj", | |
| "language_model.model.layers.9.mlp.gate_proj", | |
| "language_model.model.layers.9.mlp.up_proj", | |
| "language_model.mtp.layers.0.mlp.down_proj", | |
| "language_model.mtp.layers.0.mlp.gate_proj", | |
| "language_model.mtp.layers.0.mlp.up_proj", | |
| "language_model.mtp.layers.0.self_attn.k_proj", | |
| "language_model.mtp.layers.0.self_attn.o_proj", | |
| "language_model.mtp.layers.0.self_attn.q_proj", | |
| "language_model.mtp.layers.0.self_attn.v_proj" | |
| ], | |
| "missing": [ | |
| "language_model.lm_head" | |
| ], | |
| "mismatched": [], | |
| "zero_count_experts": 0 | |
| } |