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tinyllama-lora-malicious-classifier

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tinyllama-lora-malicious-classifier
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{
  "eval_loss": 0.48330193758010864,
  "eval_accuracy": 0.8289269051321928,
  "eval_precision_weighted": 0.821952872098563,
  "eval_recall_weighted": 0.8289269051321928,
  "eval_f1_weighted": 0.8238609492009197,
  "eval_MCC": 0.7203450380787764,
  "eval_balanced_accuracy": 0.7723728109308511,
  "eval_macro_FNR": 0.227627189069149,
  "eval_macro_FPR": 0.08973774534029767,
  "eval_macro_Specificity": 0.9102622546597022,
  "eval_per_class": {
    "jailbreaking": {
      "TP": 228,
      "FP": 103,
      "FN": 161,
      "TN": 1437,
      "FNR": 0.4138817480719794,
      "FPR": 0.06688311688311688,
      "Specificity": 0.9331168831168831
    },
    "prompt injection": {
      "TP": 439,
      "FP": 112,
      "FN": 131,
      "TN": 1247,
      "FNR": 0.22982456140350876,
      "FPR": 0.08241353936718175,
      "Specificity": 0.9175864606328182
    },
    "unharmful": {
      "TP": 932,
      "FP": 115,
      "FN": 38,
      "TN": 844,
      "FNR": 0.03917525773195876,
      "FPR": 0.11991657977059438,
      "Specificity": 0.8800834202294057
    }
  },
  "eval_runtime": 44.2738,
  "eval_samples_per_second": 43.57,
  "eval_steps_per_second": 5.466,
  "epoch": 15.0
}