model_card.json

{
  "repo_id": "BDRC/dinov3-binary-page-orientation",
  "task": "binary_orientation",
  "experiment": "dinov3_binary_flip_letterbox",
  "classes": [
    "non_flipped",
    "flipped"
  ],
  "model_id": null,
  "preprocess": {
    "train": "center_crop",
    "val": "center_crop",
    "test": "center_crop",
    "size": 448
  },
  "test_metrics": {
    "loss": 0.12369998376947376,
    "accuracy": 1.0,
    "macro_f1": 1.0,
    "weighted_f1": 1.0,
    "auc_roc": 1.0
  },
  "training_config": {
    "lr_head_a": 0.0005,
    "lr_backbone_b": 5e-06,
    "lr_head_b": 5e-05,
    "lr_backbone_c": 2e-06,
    "lr_head_c": 1e-05,
    "epochs_a": 5,
    "epochs_b": 10,
    "epochs_c": 8,
    "unfreeze_blocks_b": 4,
    "unfreeze_blocks_c": 8,
    "skip_stage_c": false,
    "scheduler": "cosine_warmup",
    "warmup_epochs_a": 0,
    "warmup_epochs_b": 2,
    "warmup_epochs_c": 2,
    "warmup_start_factor": 0.01,
    "min_lr_ratio": 0.0,
    "weight_decay": 0.01,
    "grad_clip_norm": 1.0,
    "class_weight_mode": "none",
    "class_weights": null,
    "label_smoothing": 0.05,
    "dropout": 0.1,
    "early_stop_patience": 3,
    "early_stop_min_delta": 0.001,
    "resolved_class_weights": null,
    "pooling": "cls_token",
    "lambda_consistency": 0.5,
    "flip_op": "rot180"
  },
  "data_dir": null,
  "flipped_data_dir": null,
  "splits_json": null
}