{
  "method": "sensitivity_threshold_auto",
  "description": "7% pruning. Auto-generated via sensitivity threshold=0.1328. Attention hardcoded (per-head). D0/U3 protected for INT8.",
  "total_params_M": 695.07,
  "threshold": 0.1328,
  "configs": {
    "7%": {
      "target": 0.07,
      "actual": 0.0655,
      "params_removed_M": 45.5,
      "strategy": "sensitivity_threshold_auto",
      "sensitivity_threshold": 0.1328,
      "attention_config": "hardcoded_per_head",
      "protected_blocks": [
        "up_blocks.3",
        "down_blocks.0"
      ],
      "per_block": {
        "down_blocks.0": {
          "cross_attn": 0.125
        },
        "down_blocks.1": {
          "cross_attn": 0.125
        },
        "down_blocks.2": {
          "self_attn": 0.125,
          "cross_attn": 0.125,
          "ffn": 0.05
        },
        "down_blocks.3": {
          "resnet": 0.35
        },
        "up_blocks.0": {
          "resnet": 0.15
        },
        "up_blocks.1": {
          "self_attn": 0.125,
          "cross_attn": 0.125
        },
        "up_blocks.2": {
          "cross_attn": 0.125
        },
        "up_blocks.3": {
          "cross_attn": 0.125
        },
        "mid_block": {
          "self_attn": 0.125,
          "cross_attn": 0.125,
          "ffn": 0.6,
          "resnet": 0.4
        }
      }
    }
  }
}