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deepfake-detector-v13-optimized

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deepfake-detector-v13-optimized
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{
  "model": {
    "name": "Model 13.2",
    "backbone": "vit_large_patch16_224",
    "batch_size": 24
  },
  "best_trial": 24,
  "best_f1": 0.9997764363961547,
  "best_params": {
    "learning_rate": 1.0462168276085126e-05,
    "dropout": 0.5764579056609419,
    "weight_decay": 5.148658898419634e-05,
    "optimizer": "NAdam",
    "beta1": 0.9168874446378785,
    "beta2": 0.9058957372892114,
    "scheduler": "ExponentialLR",
    "loss_function": "FocalLoss",
    "label_smoothing": 0.06548544626465128,
    "focal_alpha": 0.21069397791740466,
    "focal_gamma": 2.938701284939196,
    "hidden_dim": 1024,
    "use_batch_norm": false,
    "aug_rotation": 16,
    "aug_brightness": 0.20489785287863743,
    "aug_contrast": 0.21627265945293886,
    "aug_hflip_prob": 0.31536677402144486,
    "classification_threshold": 0.5787554507303657,
    "gradient_clip": 1.6643833182115513
  },
  "total_trials": 27,
  "completed_trials": 25
}