{ "enabled": true, "cache_path": "/Users/wphx/.omlx/models/.oqe_imatrix/LFM2.5-350M-a4203812c87d-s128-l512.npz", "cache_reused": true, "entry_count": 92, "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": 29, "micro_batches": 5, "batch_plan": { "micro_batch_size": 29, "estimated_sample_bytes": 2097152, "capture_budget_bytes": 62319660, "system_available_bytes": 6940950528, "metal_available_bytes": 11448399036, "live_available_bytes": 6940950528, "model_bytes": 708984464, "remaining_available_bytes": 6231966064, "fits_one_sample": true, "hidden_size": 1024, "num_experts": 0, "top_k": 1, "gemma4_state_bytes": 0, "num_hidden_layers": 16, "num_kv_shared_layers": 0, "per_layer_input_size": 0 }, "processed_samples": 128, "installed_modules": 92, "capture_module_classes": { "Linear": 92 }, "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": [ "model.layers.0.conv.in_proj", "model.layers.0.conv.out_proj", "model.layers.0.feed_forward.w1", "model.layers.0.feed_forward.w2", "model.layers.0.feed_forward.w3", "model.layers.1.conv.in_proj", "model.layers.1.conv.out_proj", "model.layers.1.feed_forward.w1", "model.layers.1.feed_forward.w2", "model.layers.1.feed_forward.w3", "model.layers.10.feed_forward.w1", "model.layers.10.feed_forward.w2", "model.layers.10.feed_forward.w3", "model.layers.10.self_attn.k_proj", "model.layers.10.self_attn.out_proj", "model.layers.10.self_attn.q_proj", "model.layers.10.self_attn.v_proj", "model.layers.11.conv.in_proj", "model.layers.11.conv.out_proj", "model.layers.11.feed_forward.w1", "model.layers.11.feed_forward.w2", "model.layers.11.feed_forward.w3", "model.layers.12.feed_forward.w1", "model.layers.12.feed_forward.w2", "model.layers.12.feed_forward.w3", "model.layers.12.self_attn.k_proj", "model.layers.12.self_attn.out_proj", "model.layers.12.self_attn.q_proj", "model.layers.12.self_attn.v_proj", "model.layers.13.conv.in_proj", "model.layers.13.conv.out_proj", "model.layers.13.feed_forward.w1", "model.layers.13.feed_forward.w2", "model.layers.13.feed_forward.w3", "model.layers.14.feed_forward.w1", "model.layers.14.feed_forward.w2", "model.layers.14.feed_forward.w3", "model.layers.14.self_attn.k_proj", "model.layers.14.self_attn.out_proj", "model.layers.14.self_attn.q_proj", "model.layers.14.self_attn.v_proj", "model.layers.15.conv.in_proj", "model.layers.15.conv.out_proj", "model.layers.15.feed_forward.w1", "model.layers.15.feed_forward.w2", "model.layers.15.feed_forward.w3", "model.layers.2.feed_forward.w1", "model.layers.2.feed_forward.w2", "model.layers.2.feed_forward.w3", "model.layers.2.self_attn.k_proj", "model.layers.2.self_attn.out_proj", "model.layers.2.self_attn.q_proj", "model.layers.2.self_attn.v_proj", "model.layers.3.conv.in_proj", "model.layers.3.conv.out_proj", "model.layers.3.feed_forward.w1", "model.layers.3.feed_forward.w2", "model.layers.3.feed_forward.w3", "model.layers.4.conv.in_proj", "model.layers.4.conv.out_proj", "model.layers.4.feed_forward.w1", "model.layers.4.feed_forward.w2", "model.layers.4.feed_forward.w3", "model.layers.5.feed_forward.w1", "model.layers.5.feed_forward.w2", "model.layers.5.feed_forward.w3", "model.layers.5.self_attn.k_proj", "model.layers.5.self_attn.out_proj", "model.layers.5.self_attn.q_proj", "model.layers.5.self_attn.v_proj", "model.layers.6.conv.in_proj", "model.layers.6.conv.out_proj", "model.layers.6.feed_forward.w1", "model.layers.6.feed_forward.w2", "model.layers.6.feed_forward.w3", "model.layers.7.conv.in_proj", "model.layers.7.conv.out_proj", "model.layers.7.feed_forward.w1", "model.layers.7.feed_forward.w2", "model.layers.7.feed_forward.w3", "model.layers.8.feed_forward.w1", "model.layers.8.feed_forward.w2", "model.layers.8.feed_forward.w3", "model.layers.8.self_attn.k_proj", "model.layers.8.self_attn.out_proj", "model.layers.8.self_attn.q_proj", "model.layers.8.self_attn.v_proj", "model.layers.9.conv.in_proj", "model.layers.9.conv.out_proj", "model.layers.9.feed_forward.w1", "model.layers.9.feed_forward.w2", "model.layers.9.feed_forward.w3" ], "missing": [ "model.embed_tokens" ], "mismatched": [], "zero_count_experts": 0 }