{ "algorithm": "XENO-HAT", "variant": "intrinsic-viability-standalone", "selection_mode": "intrinsic_viability", "scientific_status": "intrinsic_structural_evolution", "mutated_tensors": 396, "protected_or_unmapped_floating_tensors": 537, "memory_budget_bytes": 1431655765, "memory_skipped_tensors": 266, "memory_skipped_tensor_names": [ "model.language_model.layers.0.linear_attn.in_proj_qkv.weight", "model.language_model.layers.0.mlp.down_proj.weight", "model.language_model.layers.0.mlp.gate_proj.weight", "model.language_model.layers.0.mlp.up_proj.weight", "model.language_model.layers.1.linear_attn.in_proj_qkv.weight", "model.language_model.layers.1.mlp.down_proj.weight", "model.language_model.layers.1.mlp.gate_proj.weight", "model.language_model.layers.1.mlp.up_proj.weight", "model.language_model.layers.10.linear_attn.in_proj_qkv.weight", "model.language_model.layers.10.mlp.down_proj.weight", "model.language_model.layers.10.mlp.gate_proj.weight", "model.language_model.layers.10.mlp.up_proj.weight", "model.language_model.layers.11.mlp.down_proj.weight", "model.language_model.layers.11.mlp.gate_proj.weight", "model.language_model.layers.11.mlp.up_proj.weight", "model.language_model.layers.11.self_attn.q_proj.weight", "model.language_model.layers.12.linear_attn.in_proj_qkv.weight", "model.language_model.layers.12.mlp.down_proj.weight", "model.language_model.layers.12.mlp.gate_proj.weight", "model.language_model.layers.12.mlp.up_proj.weight", "model.language_model.layers.13.linear_attn.in_proj_qkv.weight", "model.language_model.layers.13.mlp.down_proj.weight", "model.language_model.layers.13.mlp.gate_proj.weight", "model.language_model.layers.13.mlp.up_proj.weight", "model.language_model.layers.14.linear_attn.in_proj_qkv.weight", "model.language_model.layers.14.mlp.down_proj.weight", "model.language_model.layers.14.mlp.gate_proj.weight", "model.language_model.layers.14.mlp.up_proj.weight", "model.language_model.layers.15.mlp.down_proj.weight", "model.language_model.layers.15.mlp.gate_proj.weight", "model.language_model.layers.15.mlp.up_proj.weight", "model.language_model.layers.15.self_attn.q_proj.weight", "model.language_model.layers.16.linear_attn.in_proj_qkv.weight", "model.language_model.layers.16.mlp.down_proj.weight", "model.language_model.layers.16.mlp.gate_proj.weight", "model.language_model.layers.16.mlp.up_proj.weight", "model.language_model.layers.17.linear_attn.in_proj_qkv.weight", "model.language_model.layers.17.mlp.down_proj.weight", "model.language_model.layers.17.mlp.gate_proj.weight", "model.language_model.layers.17.mlp.up_proj.weight", "model.language_model.layers.18.linear_attn.in_proj_qkv.weight", "model.language_model.layers.18.mlp.down_proj.weight", "model.language_model.layers.18.mlp.gate_proj.weight", "model.language_model.layers.18.mlp.up_proj.weight", "model.language_model.layers.19.mlp.down_proj.weight", "model.language_model.layers.19.mlp.gate_proj.weight", "model.language_model.layers.19.mlp.up_proj.weight", "model.language_model.layers.19.self_attn.q_proj.weight", "model.language_model.layers.2.linear_attn.in_proj_qkv.weight", "model.language_model.layers.2.mlp.down_proj.weight", "model.language_model.layers.2.mlp.gate_proj.weight", "model.language_model.layers.2.mlp.up_proj.weight", "model.language_model.layers.20.linear_attn.in_proj_qkv.weight", "model.language_model.layers.20.mlp.down_proj.weight", "model.language_model.layers.20.mlp.gate_proj.weight", "model.language_model.layers.20.mlp.up_proj.weight", "model.language_model.layers.21.linear_attn.in_proj_qkv.weight", "model.language_model.layers.21.mlp.down_proj.weight", "model.language_model.layers.21.mlp.gate_proj.weight", "model.language_model.layers.21.mlp.up_proj.weight", "model.language_model.layers.22.linear_attn.in_proj_qkv.weight", "model.language_model.layers.22.mlp.down_proj.weight", "model.language_model.layers.22.mlp.gate_proj.weight", "model.language_model.layers.22.mlp.up_proj.weight", "model.language_model.layers.23.mlp.down_proj.weight", "model.language_model.layers.23.mlp.gate_proj.weight", "model.language_model.layers.23.mlp.up_proj.weight", "model.language_model.layers.23.self_attn.q_proj.weight", "model.language_model.layers.24.linear_attn.in_proj_qkv.weight", "model.language_model.layers.24.mlp.down_proj.weight", "model.language_model.layers.24.mlp.gate_proj.weight", "model.language_model.layers.24.mlp.up_proj.weight", "model.language_model.layers.25.linear_attn.in_proj_qkv.weight", "model.language_model.layers.25.mlp.down_proj.weight", "model.language_model.layers.25.mlp.gate_proj.weight", "model.language_model.layers.25.mlp.up_proj.weight", "model.language_model.layers.26.linear_attn.in_proj_qkv.weight", "model.language_model.layers.26.mlp.down_proj.weight", "model.language_model.layers.26.mlp.gate_proj.weight", "model.language_model.layers.26.mlp.up_proj.weight", "model.language_model.layers.27.mlp.down_proj.weight", "model.language_model.layers.27.mlp.gate_proj.weight", "model.language_model.layers.27.mlp.up_proj.weight", "model.language_model.layers.27.self_attn.q_proj.weight", "model.language_model.layers.28.linear_attn.in_proj_qkv.weight", "model.language_model.layers.28.mlp.down_proj.weight", "model.language_model.layers.28.mlp.gate_proj.weight", "model.language_model.layers.28.mlp.up_proj.weight", "model.language_model.layers.29.linear_attn.in_proj_qkv.weight", "model.language_model.layers.29.mlp.down_proj.weight", "model.language_model.layers.29.mlp.gate_proj.weight", "model.language_model.layers.29.mlp.up_proj.weight", "model.language_model.layers.3.mlp.down_proj.weight", "model.language_model.layers.3.mlp.gate_proj.weight", "model.language_model.layers.3.mlp.up_proj.weight", "model.language_model.layers.3.self_attn.q_proj.weight", "model.language_model.layers.30.linear_attn.in_proj_qkv.weight", "model.language_model.layers.30.mlp.down_proj.weight", "model.language_model.layers.30.mlp.gate_proj.weight", "model.language_model.layers.30.mlp.up_proj.weight", "model.language_model.layers.31.mlp.down_proj.weight", "model.language_model.layers.31.mlp.gate_proj.weight", "model.language_model.layers.31.mlp.up_proj.weight", "model.language_model.layers.31.self_attn.q_proj.weight", "model.language_model.layers.32.linear_attn.in_proj_qkv.weight", "model.language_model.layers.32.mlp.down_proj.weight", "model.language_model.layers.32.mlp.gate_proj.weight", "model.language_model.layers.32.mlp.up_proj.weight", "model.language_model.layers.33.linear_attn.in_proj_qkv.weight", "model.language_model.layers.33.mlp.down_proj.weight", "model.language_model.layers.33.mlp.gate_proj.weight", "model.language_model.layers.33.mlp.up_proj.weight", "model.language_model.layers.34.linear_attn.in_proj_qkv.weight", "model.language_model.layers.34.mlp.down_proj.weight", "model.language_model.layers.34.mlp.gate_proj.weight", "model.language_model.layers.34.mlp.up_proj.weight", "model.language_model.layers.35.mlp.down_proj.weight", "model.language_model.layers.35.mlp.gate_proj.weight", "model.language_model.layers.35.mlp.up_proj.weight", "model.language_model.layers.35.self_attn.q_proj.weight", "model.language_model.layers.36.linear_attn.in_proj_qkv.weight", "model.language_model.layers.36.mlp.down_proj.weight", "model.language_model.layers.36.mlp.gate_proj.weight", "model.language_model.layers.36.mlp.up_proj.weight", "model.language_model.layers.37.linear_attn.in_proj_qkv.weight", "model.language_model.layers.37.mlp.down_proj.weight", "model.language_model.layers.37.mlp.gate_proj.weight", "model.language_model.layers.37.mlp.up_proj.weight", "model.language_model.layers.38.linear_attn.in_proj_qkv.weight", "model.language_model.layers.38.mlp.down_proj.weight", "model.language_model.layers.38.mlp.gate_proj.weight", "model.language_model.layers.38.mlp.up_proj.weight", "model.language_model.layers.39.mlp.down_proj.weight", "model.language_model.layers.39.mlp.gate_proj.weight", "model.language_model.layers.39.mlp.up_proj.weight", "model.language_model.layers.39.self_attn.q_proj.weight", "model.language_model.layers.4.linear_attn.in_proj_qkv.weight", "model.language_model.layers.4.mlp.down_proj.weight", "model.language_model.layers.4.mlp.gate_proj.weight", "model.language_model.layers.4.mlp.up_proj.weight", "model.language_model.layers.40.linear_attn.in_proj_qkv.weight", "model.language_model.layers.40.mlp.down_proj.weight", "model.language_model.layers.40.mlp.gate_proj.weight", "model.language_model.layers.40.mlp.up_proj.weight", "model.language_model.layers.41.linear_attn.in_proj_qkv.weight", "model.language_model.layers.41.mlp.down_proj.weight", "model.language_model.layers.41.mlp.gate_proj.weight", "model.language_model.layers.41.mlp.up_proj.weight", "model.language_model.layers.42.linear_attn.in_proj_qkv.weight", "model.language_model.layers.42.mlp.down_proj.weight", "model.language_model.layers.42.mlp.gate_proj.weight", "model.language_model.layers.42.mlp.up_proj.weight", "model.language_model.layers.43.mlp.down_proj.weight", "model.language_model.layers.43.mlp.gate_proj.weight", "model.language_model.layers.43.mlp.up_proj.weight", "model.language_model.layers.43.self_attn.q_proj.weight", "model.language_model.layers.44.linear_attn.in_proj_qkv.weight", "model.language_model.layers.44.mlp.down_proj.weight", "model.language_model.layers.44.mlp.gate_proj.weight", "model.language_model.layers.44.mlp.up_proj.weight", "model.language_model.layers.45.linear_attn.in_proj_qkv.weight", "model.language_model.layers.45.mlp.down_proj.weight", "model.language_model.layers.45.mlp.gate_proj.weight", "model.language_model.layers.45.mlp.up_proj.weight", "model.language_model.layers.46.linear_attn.in_proj_qkv.weight", "model.language_model.layers.46.mlp.down_proj.weight", "model.language_model.layers.46.mlp.gate_proj.weight", "model.language_model.layers.46.mlp.up_proj.weight", "model.language_model.layers.47.mlp.down_proj.weight", "model.language_model.layers.47.mlp.gate_proj.weight", "model.language_model.layers.47.mlp.up_proj.weight", "model.language_model.layers.47.self_attn.q_proj.weight", "model.language_model.layers.48.linear_attn.in_proj_qkv.weight", "model.language_model.layers.48.mlp.down_proj.weight", "model.language_model.layers.48.mlp.gate_proj.weight", "model.language_model.layers.48.mlp.up_proj.weight", "model.language_model.layers.49.linear_attn.in_proj_qkv.weight", "model.language_model.layers.49.mlp.down_proj.weight", "model.language_model.layers.49.mlp.gate_proj.weight", "model.language_model.layers.49.mlp.up_proj.weight", "model.language_model.layers.5.linear_attn.in_proj_qkv.weight", "model.language_model.layers.5.mlp.down_proj.weight", "model.language_model.layers.5.mlp.gate_proj.weight", "model.language_model.layers.5.mlp.up_proj.weight", "model.language_model.layers.50.linear_attn.in_proj_qkv.weight", "model.language_model.layers.50.mlp.down_proj.weight", "model.language_model.layers.50.mlp.gate_proj.weight", "model.language_model.layers.50.mlp.up_proj.weight", "model.language_model.layers.51.mlp.down_proj.weight", "model.language_model.layers.51.mlp.gate_proj.weight", "model.language_model.layers.51.mlp.up_proj.weight", "model.language_model.layers.51.self_attn.q_proj.weight", "model.language_model.layers.52.linear_attn.in_proj_qkv.weight", "model.language_model.layers.52.mlp.down_proj.weight", "model.language_model.layers.52.mlp.gate_proj.weight", "model.language_model.layers.52.mlp.up_proj.weight", "model.language_model.layers.53.linear_attn.in_proj_qkv.weight", "model.language_model.layers.53.mlp.down_proj.weight", "model.language_model.layers.53.mlp.gate_proj.weight", "model.language_model.layers.53.mlp.up_proj.weight", "model.language_model.layers.54.linear_attn.in_proj_qkv.weight", "model.language_model.layers.54.mlp.down_proj.weight", "model.language_model.layers.54.mlp.gate_proj.weight", "model.language_model.layers.54.mlp.up_proj.weight", "model.language_model.layers.55.mlp.down_proj.weight", "model.language_model.layers.55.mlp.gate_proj.weight", "model.language_model.layers.55.mlp.up_proj.weight", "model.language_model.layers.55.self_attn.q_proj.weight", "model.language_model.layers.56.linear_attn.in_proj_qkv.weight", "model.language_model.layers.56.mlp.down_proj.weight", "model.language_model.layers.56.mlp.gate_proj.weight", "model.language_model.layers.56.mlp.up_proj.weight", "model.language_model.layers.57.linear_attn.in_proj_qkv.weight", "model.language_model.layers.57.mlp.down_proj.weight", "model.language_model.layers.57.mlp.gate_proj.weight", "model.language_model.layers.57.mlp.up_proj.weight", "model.language_model.layers.58.linear_attn.in_proj_qkv.weight", "model.language_model.layers.58.mlp.down_proj.weight", "model.language_model.layers.58.mlp.gate_proj.weight", "model.language_model.layers.58.mlp.up_proj.weight", "model.language_model.layers.59.mlp.down_proj.weight", "model.language_model.layers.59.mlp.gate_proj.weight", "model.language_model.layers.59.mlp.up_proj.weight", "model.language_model.layers.59.self_attn.q_proj.weight", "model.language_model.layers.6.linear_attn.in_proj_qkv.weight", "model.language_model.layers.6.mlp.down_proj.weight", "model.language_model.layers.6.mlp.gate_proj.weight", "model.language_model.layers.6.mlp.up_proj.weight", "model.language_model.layers.60.linear_attn.in_proj_qkv.weight", "model.language_model.layers.60.mlp.down_proj.weight", "model.language_model.layers.60.mlp.gate_proj.weight", "model.language_model.layers.60.mlp.up_proj.weight", "model.language_model.layers.61.linear_attn.in_proj_qkv.weight", "model.language_model.layers.61.mlp.down_proj.weight", "model.language_model.layers.61.mlp.gate_proj.weight", "model.language_model.layers.61.mlp.up_proj.weight", "model.language_model.layers.62.linear_attn.in_proj_qkv.weight", "model.language_model.layers.62.mlp.down_proj.weight", "model.language_model.layers.62.mlp.gate_proj.weight", "model.language_model.layers.62.mlp.up_proj.weight", "model.language_model.layers.63.mlp.down_proj.weight", "model.language_model.layers.63.mlp.gate_proj.weight", "model.language_model.layers.63.mlp.up_proj.weight", "model.language_model.layers.63.self_attn.q_proj.weight", "model.language_model.layers.7.mlp.down_proj.weight", "model.language_model.layers.7.mlp.gate_proj.weight", "model.language_model.layers.7.mlp.up_proj.weight", "model.language_model.layers.7.self_attn.q_proj.weight", "model.language_model.layers.8.linear_attn.in_proj_qkv.weight", "model.language_model.layers.8.mlp.down_proj.weight", "model.language_model.layers.8.mlp.gate_proj.weight", "model.language_model.layers.8.mlp.up_proj.weight", "model.language_model.layers.9.linear_attn.in_proj_qkv.weight", "model.language_model.layers.9.mlp.down_proj.weight", "model.language_model.layers.9.mlp.gate_proj.weight", "model.language_model.layers.9.mlp.up_proj.weight", "model.visual.blocks.4.mlp.linear_fc1.weight", "model.visual.blocks.5.mlp.linear_fc1.weight", "model.visual.blocks.7.mlp.linear_fc1.weight", "model.visual.blocks.8.mlp.linear_fc1.weight", "model.visual.blocks.9.mlp.linear_fc1.weight", "mtp.fc.weight", "mtp.layers.0.mlp.down_proj.weight", "mtp.layers.0.mlp.gate_proj.weight", "mtp.layers.0.mlp.up_proj.weight", "mtp.layers.0.self_attn.q_proj.weight" ], "io_chunk_elements": 262144, "nonfinite_tensors": 0, "input_tensors": 1199, "total_tensors": 1199, "output_contract": "host", "fp8": { "host_fp8_weights": 0, "donor_fp8_tensor_uses": 0, "native_fp8_weights": 0, "requantized_weights": 0, "updated_scale_tensors": 0, "dequantized_output_weights": 0, "removed_scale_tensors": 0, "quantization_limited_weights": 0, "lost_mutations": 0, "independent_scale_mutations": 0 }, "relative_delta_l2": 0.024734919742108584, "intrinsic_viability": { "assimilation_benefit": 0.7423057556152344, "diversity_bonus": 0.0, "compatibility_risk": 0.11876931041479111, "energy_penalty": 0.1265355944633484, "strength_roughness": 0.00010219745308859274, "donor_roughness": 0.0, "collapse_penalty": 0.0, "total": 0.49689868092536926 }, "shards": 11, "total_size": 55563006888, "output": "E:\\text-generation-webui-1.14\\user_data\\models\\EVE-27B-XENO-HAT-gpt-oss" }