{ "_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": "Disturbed Galaxies", "1": "Merging Galaxies", "2": "Round Smooth Galaxies", "3": "In-between Round Smooth Galaxies", "4": "Cigar Shaped Smooth Galaxies", "5": "Barred Spiral Galaxies", "6": "Unbarred Tight Spiral Galaxies", "7": "Unbarred Loose Spiral Galaxies", "8": "Edge-on Galaxies without Bulge", "9": "Edge-on Galaxies with Bulge" }, "image_size": 518, "initializer_range": 0.02, "label2id": { "Barred Spiral Galaxies": 5, "Cigar Shaped Smooth Galaxies": 4, "Disturbed Galaxies": 0, "Edge-on Galaxies with Bulge": 9, "Edge-on Galaxies without Bulge": 8, "In-between Round Smooth Galaxies": 3, "Merging Galaxies": 1, "Round Smooth Galaxies": 2, "Unbarred Loose Spiral Galaxies": 7, "Unbarred Tight Spiral Galaxies": 6 }, "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": "4.40.1", "use_swiglu_ffn": false }