{
  "total_params": 391,
  "modified_params": 169,
  "enhancements_by_layer": {
    "embed": 8,
    "other": 114,
    "bias": 47
  },
  "avg_enhancement": 3.407684882583432e-05,
  "config": {
    "name": "final_ensemble_top1_boost",
    "attention_scale": 1.972727272727273,
    "output_scale": 1.481818181818182,
    "projection_scale": 1.4,
    "norm_scale": 0.7545454545454546,
    "embed_scale": 1.0545454545454547,
    "weight_scale": 1.1181818181818184,
    "bias_scale": 0.881818181818182,
    "encoder_scale": 1.0545454545454547,
    "decoder_scale": 1.6272727272727274,
    "conv_scale": 1.4454545454545458,
    "dense_scale": 1.2818181818181822,
    "adapter_scale": 1.2181818181818183,
    "base_enhancement": 0.002405454545454546,
    "importance_factor": 1.681818181818182,
    "noise_scale": 0.00018545454545454548,
    "min_scale_threshold": 0.13363636363636364,
    "apply_noise_to_unimportant": 2.0,
    "apply_stabilization": 2.0,
    "norm_clip": 0.10363636363636365,
    "skip_pattern": "none",
    "emergency_scale": 0.029090909090909094,
    "sharpen_attention": 2.0,
    "max_singular_value": 3.0363636363636366,
    "use_adaptive_enhancement": 2.0,
    "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": "2025-05-25T06:21:47.691748",
  "seed": 1748162635
}