aesthetics_v2 / config.json
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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": "Indie",
"1": "Kawaii",
"10": "boho",
"11": "classic",
"12": "classiccore",
"13": "clean",
"14": "coquette",
"15": "corporate",
"16": "cottagecore",
"17": "cowboycore",
"18": "cyberpunk",
"19": "dark_academia",
"2": "VSCO",
"20": "e-girl",
"21": "europecore",
"22": "fairy",
"23": "gorpcore",
"24": "goth",
"25": "grunge",
"26": "it",
"27": "it_girl",
"28": "kidcore",
"29": "mermaidcore",
"3": "Y2K",
"30": "minimalistic",
"31": "mob_wife",
"32": "monochrome",
"33": "normcore",
"34": "office",
"35": "office_siren",
"36": "old_money",
"37": "pearlcore",
"38": "preppy",
"39": "punk",
"4": "acubi",
"40": "romcom",
"41": "royalcore",
"42": "softgirl",
"43": "stealth_wealth",
"44": "streetwear",
"45": "techwear",
"46": "tomato",
"47": "twee",
"48": "vanilla",
"49": "vintage",
"5": "art",
"50": "westerncore",
"6": "athleisure",
"7": "balletcore",
"8": "barbiecore",
"9": "bohemian"
},
"image_size": 518,
"initializer_range": 0.02,
"label2id": {
"Indie": "0",
"Kawaii": "1",
"VSCO": "2",
"Y2K": "3",
"acubi": "4",
"art": "5",
"athleisure": "6",
"balletcore": "7",
"barbiecore": "8",
"bohemian": "9",
"boho": "10",
"classic": "11",
"classiccore": "12",
"clean": "13",
"coquette": "14",
"corporate": "15",
"cottagecore": "16",
"cowboycore": "17",
"cyberpunk": "18",
"dark_academia": "19",
"e-girl": "20",
"europecore": "21",
"fairy": "22",
"gorpcore": "23",
"goth": "24",
"grunge": "25",
"it": "26",
"it_girl": "27",
"kidcore": "28",
"mermaidcore": "29",
"minimalistic": "30",
"mob_wife": "31",
"monochrome": "32",
"normcore": "33",
"office": "34",
"office_siren": "35",
"old_money": "36",
"pearlcore": "37",
"preppy": "38",
"punk": "39",
"romcom": "40",
"royalcore": "41",
"softgirl": "42",
"stealth_wealth": "43",
"streetwear": "44",
"techwear": "45",
"tomato": "46",
"twee": "47",
"vanilla": "48",
"vintage": "49",
"westerncore": "50"
},
"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": "4.38.2",
"use_swiglu_ffn": false
}