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Aina-large-2024_10_23-batch-size32_freeze_monolabel

Image Classification
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Aina-large-2024_10_23-batch-size32_freeze_monolabel
File size: 1,862 Bytes 
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{
  "_name_or_path": "facebook/dinov2-large",
  "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": 1024,
  "id2label": {
    "0": "ALGAE",
    "1": "Acr",
    "2": "Acr_Br",
    "3": "Anem",
    "4": "CCA",
    "5": "Ech",
    "6": "Fts",
    "7": "Gal",
    "8": "Gon",
    "9": "Mtp",
    "10": "P",
    "11": "Poc",
    "12": "Por",
    "13": "R",
    "14": "RDC",
    "15": "S",
    "16": "SG",
    "17": "Sarg",
    "18": "Ser",
    "19": "Slt",
    "20": "UNK"
  },
  "image_size": 103,
  "initializer_range": 0.02,
  "label2id": {
    "ALGAE": 0,
    "Acr": 1,
    "Acr_Br": 2,
    "Anem": 3,
    "CCA": 4,
    "Ech": 5,
    "Fts": 6,
    "Gal": 7,
    "Gon": 8,
    "Mtp": 9,
    "P": 10,
    "Poc": 11,
    "Por": 12,
    "R": 13,
    "RDC": 14,
    "S": 15,
    "SG": 16,
    "Sarg": 17,
    "Ser": 18,
    "Slt": 19,
    "UNK": 20
  },
  "layer_norm_eps": 1e-06,
  "layerscale_value": 1.0,
  "mlp_ratio": 4,
  "model_type": "dinov2",
  "num_attention_heads": 16,
  "num_channels": 3,
  "num_hidden_layers": 24,
  "out_features": [
    "stage24"
  ],
  "out_indices": [
    24
  ],
  "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",
    "stage13",
    "stage14",
    "stage15",
    "stage16",
    "stage17",
    "stage18",
    "stage19",
    "stage20",
    "stage21",
    "stage22",
    "stage23",
    "stage24"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.44.2",
  "use_swiglu_ffn": false
}