{ "total_params": 391, "modified_params": 175, "enhancements_by_layer": { "embed": 6, "other": 120, "bias": 49 }, "avg_enhancement": 5.113520927096715e-05, "config": { "name": "targeted_final_enhancement", "attention_scale": 1.360201741467577, "output_scale": 1.3801008707337885, "projection_scale": 1.5722508683413543, "norm_scale": 1.0, "embed_scale": 1.3, "weight_scale": 1.2, "bias_scale": 0.8, "encoder_scale": 1.2602017414675772, "decoder_scale": 1.3783854596636795, "conv_scale": 1.2, "dense_scale": 1.2, "adapter_scale": 1.3, "base_enhancement": 0.0024759885473976933, "importance_factor": 1.6158149147376815, "noise_scale": 9.6e-05, "min_scale_threshold": 0.05, "apply_noise_to_unimportant": true, "apply_stabilization": true, "norm_clip": 0.07, "skip_pattern": "none", "emergency_scale": 0.015, "sharpen_attention": true, "max_singular_value": 1.7, "use_adaptive_enhancement": true, "focus_layers": [ "transformer.time_embed.time_mlp.0.weight", "transformer.time_embed.time_mlp.2.weight", "transformer.text_embed.text_embed.weight", "transformer.input_embed.proj.weight", "transformer.input_embed.conv_pos_embed.conv1d.0.weight", "transformer.input_embed.conv_pos_embed.conv1d.2.weight", "transformer.layers.0.2.to_q.weight", "transformer.layers.0.2.to_k.weight", "transformer.layers.0.2.to_v.weight", "transformer.layers.0.2.to_out.0.weight", "transformer.layers.0.4.ff.0.0.weight", "transformer.layers.0.4.ff.2.weight", "transformer.layers.1.2.to_q.weight", "transformer.layers.1.2.to_k.weight", "transformer.layers.1.2.to_v.weight", "transformer.layers.1.2.to_out.0.weight", "transformer.layers.1.4.ff.0.0.weight", "transformer.layers.1.4.ff.2.weight", "transformer.layers.2.2.to_q.weight", "transformer.layers.2.2.to_k.weight", "transformer.layers.2.2.to_v.weight", "transformer.layers.2.2.to_out.0.weight", "transformer.layers.2.4.ff.0.0.weight", "transformer.layers.2.4.ff.2.weight", "transformer.layers.3.2.to_q.weight", "transformer.layers.3.2.to_k.weight", "transformer.layers.3.2.to_v.weight", "transformer.layers.3.2.to_out.0.weight", "transformer.layers.3.4.ff.0.0.weight", "transformer.layers.3.4.ff.2.weight", "transformer.layers.4.2.to_q.weight", "transformer.layers.4.2.to_k.weight", "transformer.layers.4.2.to_v.weight", "transformer.layers.4.2.to_out.0.weight", "transformer.layers.4.4.ff.0.0.weight", "transformer.layers.4.4.ff.2.weight", "transformer.layers.5.2.to_q.weight", "transformer.layers.5.2.to_k.weight", "transformer.layers.5.2.to_v.weight", "transformer.layers.5.2.to_out.0.weight", "transformer.layers.5.4.ff.0.0.weight", "transformer.layers.5.4.ff.2.weight", "transformer.layers.6.2.to_q.weight", "transformer.layers.6.2.to_k.weight", "transformer.layers.6.2.to_v.weight", "transformer.layers.6.2.to_out.0.weight", "transformer.layers.6.4.ff.0.0.weight", "transformer.layers.6.4.ff.2.weight", "transformer.layers.7.2.to_q.weight", "transformer.layers.7.2.to_k.weight", "transformer.layers.7.2.to_v.weight", "transformer.layers.7.2.to_out.0.weight", "transformer.layers.7.4.ff.0.0.weight", "transformer.layers.7.4.ff.2.weight", "transformer.layers.8.4.ff.0.0.weight", "transformer.layers.8.4.ff.2.weight", "transformer.layers.9.4.ff.0.0.weight", "transformer.layers.9.4.ff.2.weight", "transformer.layers.10.4.ff.0.0.weight", "transformer.layers.10.4.ff.2.weight", "transformer.layers.11.4.ff.0.0.weight", "transformer.layers.11.4.ff.2.weight", "transformer.layers.12.4.ff.0.0.weight", "transformer.layers.12.4.ff.2.weight", "transformer.layers.13.0.weight", "transformer.layers.13.4.ff.0.0.weight", "transformer.layers.13.4.ff.2.weight", "transformer.layers.14.0.weight", "transformer.layers.14.4.ff.0.0.weight", "transformer.layers.14.4.ff.2.weight", "transformer.layers.15.0.weight", "transformer.layers.15.4.ff.0.0.weight", "transformer.layers.15.4.ff.2.weight", "transformer.layers.16.4.ff.0.0.weight", "transformer.layers.16.4.ff.2.weight", "transformer.layers.17.4.ff.0.0.weight", "transformer.layers.17.4.ff.2.weight", "transformer.layers.18.4.ff.0.0.weight", "transformer.layers.18.4.ff.2.weight", "transformer.layers.19.4.ff.0.0.weight", "transformer.layers.19.4.ff.2.weight", "transformer.layers.20.4.ff.0.0.weight", "transformer.layers.20.4.ff.2.weight", "transformer.layers.21.4.ff.0.0.weight", "transformer.layers.21.4.ff.2.weight", "transformer.layers.22.4.ff.0.0.weight", "transformer.layers.22.4.ff.2.weight", "transformer.layers.23.4.ff.0.0.weight", "transformer.layers.23.4.ff.2.weight", "transformer.layers.24.4.ff.0.0.weight", "transformer.layers.24.4.ff.2.weight", "transformer.layers.25.4.ff.0.0.weight", "transformer.layers.25.4.ff.2.weight" ] }, "timestamp": "2025-05-18T16:40:50.997704", "seed": 1747592983 }