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document-classifier-deit_base_patch16_224

Image Classification
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PyTorch
Safetensors
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document-classifier-deit_base_patch16_224
File size: 1,022 Bytes 
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{
  "architecture": "deit_base_patch16_224",
  "num_classes": 3,
  "num_features": 768,
  "global_pool": "token",
  "label_names": [
    "contains_figure",
    "contains_table",
    "contains_text"
  ],
  "pretrained_cfg": {
    "tag": "fb_in1k",
    "custom_load": false,
    "input_size": [
      3,
      224,
      224
    ],
    "fixed_input_size": true,
    "interpolation": "bicubic",
    "crop_pct": 0.9,
    "crop_mode": "center",
    "mean": [
      0.485,
      0.456,
      0.406
    ],
    "std": [
      0.229,
      0.224,
      0.225
    ],
    "num_classes": 1000,
    "pool_size": null,
    "first_conv": "patch_embed.proj",
    "classifier": "head"
  },
  "base_model": "deit_base_patch16_224",
  "best_f1_score": 0.8557077625570777,
  "hyperparameters": {
    "model_name": "deit_base_patch16_224",
    "learning_rate": 3.8234752246751835e-05,
    "batch_size": 8.0,
    "dropout_rate": 0.2465447373174767,
    "hidden_size": 512.0,
    "weight_decay": 0.00010677482709481354
  },
  "input_size": 224
}