{ "_name_or_path": "facebook/dinov2-base", "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": "Ascaris lumbricoides", "1": "Capillaria philippinensis", "2": "Enterobius vermicularis", "3": "Fasciolopsis buski", "4": "Hookworm egg", "5": "Hymenolepis diminuta", "6": "Hymenolepis nana", "7": "Opisthorchis viverrine", "8": "Paragonimus spp", "9": "Taenia spp. egg", "10": "Trichuris trichiura" }, "image_size": 518, "initializer_range": 0.02, "label2id": { "Ascaris lumbricoides": 0, "Capillaria philippinensis": 1, "Enterobius vermicularis": 2, "Fasciolopsis buski": 3, "Hookworm egg": 4, "Hymenolepis diminuta": 5, "Hymenolepis nana": 6, "Opisthorchis viverrine": 7, "Paragonimus spp": 8, "Taenia spp. egg": 9, "Trichuris trichiura": 10 }, "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": "4.42.3", "use_swiglu_ffn": false }