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{
  "task": "cola",
  "orig_acc": 0.826,
  "layers": {
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      "sep": 564117.59795138,
      "delta": 564117.59795138,
      "acc": 0.7,
      "role": "embedding"
    },
    "1": {
      "sep": 40.51224618085045,
      "delta": -564077.085705199,
      "acc": 0.7,
      "role": "harmful (separability decrease)"
    },
    "2": {
      "sep": 33.381698281967054,
      "delta": -7.130547898883393,
      "acc": 0.7,
      "role": "harmful (separability decrease)"
    },
    "3": {
      "sep": 37.161585847096866,
      "delta": 3.779887565129812,
      "acc": 0.7,
      "role": "important"
    },
    "4": {
      "sep": 20.53718845963159,
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    },
    "5": {
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    },
    "6": {
      "sep": 24.69053607681155,
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    "7": {
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    "8": {
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    "9": {
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  "ffn": {
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      "ffn": 0.7,
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      "verdict": "neutral"
    },
    "1": {
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    },
    "2": {
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    },
    "3": {
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    },
    "4": {
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    },
    "5": {
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    },
    "6": {
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    },
    "7": {
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      "verdict": "neutral"
    },
    "8": {
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      "delta": 0.0,
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    },
    "9": {
      "attn": 0.816,
      "ffn": 0.838,
      "delta": 0.02200000000000002,
      "verdict": "beneficial"
    },
    "10": {
      "attn": 0.84,
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      "verdict": "neutral"
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    "11": {
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      "verdict": "neutral"
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  },
  "error_analysis": {
    "total_wrong": 75,
    "c0_to_c1": 42,
    "c1_to_c0": 33,
    "avg_margin": 0.7180602467925863
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}