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deepfake-detector-v13-optimized

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deepfake-detector-v13-optimized
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{
  "model": {
    "name": "Model 13.3",
    "backbone": "swin_large_patch4_window7_224",
    "batch_size": 32
  },
  "best_trial": 15,
  "best_f1": 1.0,
  "best_params": {
    "learning_rate": 3.6783263741984134e-05,
    "dropout": 0.4309675933960072,
    "weight_decay": 0.0010227222230110946,
    "optimizer": "AdamW",
    "beta1": 0.8783247791281578,
    "beta2": 0.9073288215081395,
    "scheduler": "None",
    "loss_function": "FocalLoss",
    "label_smoothing": 0.04831178707880919,
    "focal_alpha": 0.36661518100986057,
    "focal_gamma": 4.968951473332369,
    "hidden_dim": 768,
    "use_batch_norm": false,
    "aug_rotation": 0,
    "aug_brightness": 0.07797740845848904,
    "aug_contrast": 0.0536075425330218,
    "aug_hflip_prob": 0.1594113007793771,
    "classification_threshold": 0.3647846046923233,
    "gradient_clip": 0.507296340010881
  },
  "total_trials": 30,
  "completed_trials": 25
}