config.json

{
  "apply_layernorm": true,
  "architectures": [
    "Dinov2ForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "drop_path_rate": 0.0,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "Adipose Tissue",
    "1": "Alveolar Soft Part Sarcoma",
    "2": "Angiosarcoma",
    "3": "Clear Cell Sarcoma",
    "4": "Dedifferentiated Liposarcoma",
    "5": "Dense Connective Tissue",
    "6": "Dermatofibrosarcoma Protuberans",
    "7": "Desmoplastic Small Round Cell Tumor",
    "8": "Elastic Connective Tissue",
    "9": "Elastofibroma",
    "10": "Epithelioid Sarcoma",
    "11": "Fibrocartilage",
    "12": "Fibroma (of Tendon Sheath)",
    "13": "Fibromatosis",
    "14": "Fibrosarcoma",
    "15": "Fibrous Histiocytoma",
    "16": "Giant Cell Tumor (of Tendon Sheath)",
    "17": "Hemangioma",
    "18": "Heterotopic Ossification (Myositis Ossificans)",
    "19": "Hyaline Cartilage",
    "20": "Leiomyosarcoma",
    "21": "Lipoblastoma",
    "22": "Lipoma",
    "23": "Loose Connective Tissue",
    "24": "Malignant Peripheral Nerve Sheath Tumor",
    "25": "Myxofibrosarcoma",
    "26": "Myxoid Liposarcoma",
    "27": "Neurofibroma",
    "28": "Nodular Fasciitis",
    "29": "Pigmented Villonodular Synovitis",
    "30": "Proliferative Fasciitis",
    "31": "Rhabdomyoma",
    "32": "Rhabdomyosarcoma",
    "33": "Schwannoma",
    "34": "Skeletal Muscle",
    "35": "Solitary Fibrous Tumor",
    "36": "Spindle Cell Lipoma",
    "37": "Synovial Sarcoma",
    "38": "Tumoral Calcinosis",
    "39": "Undifferentiated Pleiomorphic Sarcoma"
  },
  "image_size": 518,
  "initializer_range": 0.02,
  "label2id": {
    "Adipose Tissue": 0,
    "Alveolar Soft Part Sarcoma": 1,
    "Angiosarcoma": 2,
    "Clear Cell Sarcoma": 3,
    "Dedifferentiated Liposarcoma": 4,
    "Dense Connective Tissue": 5,
    "Dermatofibrosarcoma Protuberans": 6,
    "Desmoplastic Small Round Cell Tumor": 7,
    "Elastic Connective Tissue": 8,
    "Elastofibroma": 9,
    "Epithelioid Sarcoma": 10,
    "Fibrocartilage": 11,
    "Fibroma (of Tendon Sheath)": 12,
    "Fibromatosis": 13,
    "Fibrosarcoma": 14,
    "Fibrous Histiocytoma": 15,
    "Giant Cell Tumor (of Tendon Sheath)": 16,
    "Hemangioma": 17,
    "Heterotopic Ossification (Myositis Ossificans)": 18,
    "Hyaline Cartilage": 19,
    "Leiomyosarcoma": 20,
    "Lipoblastoma": 21,
    "Lipoma": 22,
    "Loose Connective Tissue": 23,
    "Malignant Peripheral Nerve Sheath Tumor": 24,
    "Myxofibrosarcoma": 25,
    "Myxoid Liposarcoma": 26,
    "Neurofibroma": 27,
    "Nodular Fasciitis": 28,
    "Pigmented Villonodular Synovitis": 29,
    "Proliferative Fasciitis": 30,
    "Rhabdomyoma": 31,
    "Rhabdomyosarcoma": 32,
    "Schwannoma": 33,
    "Skeletal Muscle": 34,
    "Solitary Fibrous Tumor": 35,
    "Spindle Cell Lipoma": 36,
    "Synovial Sarcoma": 37,
    "Tumoral Calcinosis": 38,
    "Undifferentiated Pleiomorphic Sarcoma": 39
  },
  "layer_norm_eps": 1e-06,
  "layerscale_value": 1.0,
  "mlp_ratio": 4,
  "model_type": "dinov2",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "out_features": [
    "stage12"
  ],
  "out_indices": [
    12
  ],
  "patch_size": 14,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "reshape_hidden_states": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4",
    "stage5",
    "stage6",
    "stage7",
    "stage8",
    "stage9",
    "stage10",
    "stage11",
    "stage12"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.53.3",
  "use_mask_token": true,
  "use_swiglu_ffn": false
}