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ViT large fine-tuned on skin disease dataset

best_model/config.json

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+{
+  "_name_or_path": "google/vit-large-patch16-224",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 1024,
+  "id2label": {
+    "0": "Acne or Rosacea",
+    "1": "Actinic Keratosis Basal Cell Carcinoma and other Malignant Lesions",
+    "2": "Atopic Dermatitis",
+    "3": "Bullous Disease",
+    "4": "Cellulitis Impetigo and other Bacterial Infections",
+    "5": "Contact Dermatitis",
+    "6": "Eczema",
+    "7": "Exanthems and Drug Eruptions",
+    "8": "Hair Loss Photos Alopecia and other Hair Diseases",
+    "9": "Herpes HPV and other STDs",
+    "10": "Light Diseases and Disorders of Pigmentation",
+    "11": "Lupus and other Connective Tissue diseases",
+    "12": "Melanoma Skin Cancer Nevi and Moles",
+    "13": "Nail Fungus and other Nail Disease",
+    "14": "Psoriasis pictures Lichen Planus and related diseases",
+    "15": "Scabies Lyme Disease and other Infestations and Bites",
+    "16": "Seborrheic Keratoses and other Benign Tumors",
+    "17": "Systemic Disease",
+    "18": "Tinea Ringworm Candidiasis and other Fungal Infections",
+    "19": "Urticaria Hives",
+    "20": "Vascular Tumors",
+    "21": "Vasculitis",
+    "22": "Warts Molluscum and other Viral Infections"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "label2id": {
+    "Acne or Rosacea": 0,
+    "Actinic Keratosis Basal Cell Carcinoma and other Malignant Lesions": 1,
+    "Atopic Dermatitis": 2,
+    "Bullous Disease": 3,
+    "Cellulitis Impetigo and other Bacterial Infections": 4,
+    "Contact Dermatitis": 5,
+    "Eczema": 6,
+    "Exanthems and Drug Eruptions": 7,
+    "Hair Loss Photos Alopecia and other Hair Diseases": 8,
+    "Herpes HPV and other STDs": 9,
+    "Light Diseases and Disorders of Pigmentation": 10,
+    "Lupus and other Connective Tissue diseases": 11,
+    "Melanoma Skin Cancer Nevi and Moles": 12,
+    "Nail Fungus and other Nail Disease": 13,
+    "Psoriasis pictures Lichen Planus and related diseases": 14,
+    "Scabies Lyme Disease and other Infestations and Bites": 15,
+    "Seborrheic Keratoses and other Benign Tumors": 16,
+    "Systemic Disease": 17,
+    "Tinea Ringworm Candidiasis and other Fungal Infections": 18,
+    "Urticaria Hives": 19,
+    "Vascular Tumors": 20,
+    "Vasculitis": 21,
+    "Warts Molluscum and other Viral Infections": 22
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 16,
+  "num_channels": 3,
+  "num_hidden_layers": 24,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.42.3"
+}

best_model/model.safetensors

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+size 1213347372

best_model/preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

best_model/training_args.bin

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+size 5048