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layoutlmv3

Token Classification
Transformers
PyTorch
layoutlmv3
Inference Endpoints
Model card Files Community
1
layoutlmv3
File size: 2,928 Bytes 
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{
  "_name_or_path": "microsoft/layoutlmv3-base",
  "architectures": [
    "LayoutLMv3ForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "coordinate_size": 128,
  "eos_token_id": 2,
  "has_relative_attention_bias": true,
  "has_spatial_attention_bias": true,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B-\uac1c\uc5c5\uc5f0\uc6d4\uc77c",
    "2": "B-\uacfc\uc138\uad6c\ubd84",
    "3": "B-\ub300\ud45c\uc790",
    "4": "B-\ub4f1\ub85d\ubc88\ud638",
    "5": "B-\ubc1c\uae09\uc0ac\uc720",
    "6": "B-\ubc1c\uae09\uc77c",
    "7": "B-\ubc95\uc778\ub4f1\ub85d\ubc88\ud638",
    "8": "B-\ubcf8\uc810\uc18c\uc7ac\uc9c0",
    "9": "B-\uc0ac\uc5c5\uc7a5\uc18c\uc7ac\uc9c0",
    "10": "B-\uc5c5\uc885",
    "11": "B-\uc5c5\ud0dc",
    "12": "B-\ud68c\uc0ac\uba85",
    "13": "I-\uac1c\uc5c5\uc5f0\uc6d4\uc77c",
    "14": "I-\uacfc\uc138\uad6c\ubd84",
    "15": "I-\ub300\ud45c\uc790",
    "16": "I-\ub4f1\ub85d\ubc88\ud638",
    "17": "I-\ubc1c\uae09\uc0ac\uc720",
    "18": "I-\ubc1c\uae09\uc77c",
    "19": "I-\ubc95\uc778\ub4f1\ub85d\ubc88\ud638",
    "20": "I-\ubcf8\uc810\uc18c\uc7ac\uc9c0",
    "21": "I-\uc0ac\uc5c5\uc7a5\uc18c\uc7ac\uc9c0",
    "22": "I-\uc5c5\uc885",
    "23": "I-\uc5c5\ud0dc",
    "24": "I-\ud68c\uc0ac\uba85"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 3072,
  "label2id": {
    "B-\uac1c\uc5c5\uc5f0\uc6d4\uc77c": 1,
    "B-\uacfc\uc138\uad6c\ubd84": 2,
    "B-\ub300\ud45c\uc790": 3,
    "B-\ub4f1\ub85d\ubc88\ud638": 4,
    "B-\ubc1c\uae09\uc0ac\uc720": 5,
    "B-\ubc1c\uae09\uc77c": 6,
    "B-\ubc95\uc778\ub4f1\ub85d\ubc88\ud638": 7,
    "B-\ubcf8\uc810\uc18c\uc7ac\uc9c0": 8,
    "B-\uc0ac\uc5c5\uc7a5\uc18c\uc7ac\uc9c0": 9,
    "B-\uc5c5\uc885": 10,
    "B-\uc5c5\ud0dc": 11,
    "B-\ud68c\uc0ac\uba85": 12,
    "I-\uac1c\uc5c5\uc5f0\uc6d4\uc77c": 13,
    "I-\uacfc\uc138\uad6c\ubd84": 14,
    "I-\ub300\ud45c\uc790": 15,
    "I-\ub4f1\ub85d\ubc88\ud638": 16,
    "I-\ubc1c\uae09\uc0ac\uc720": 17,
    "I-\ubc1c\uae09\uc77c": 18,
    "I-\ubc95\uc778\ub4f1\ub85d\ubc88\ud638": 19,
    "I-\ubcf8\uc810\uc18c\uc7ac\uc9c0": 20,
    "I-\uc0ac\uc5c5\uc7a5\uc18c\uc7ac\uc9c0": 21,
    "I-\uc5c5\uc885": 22,
    "I-\uc5c5\ud0dc": 23,
    "I-\ud68c\uc0ac\uba85": 24,
    "O": 0
  },
  "layer_norm_eps": 1e-05,
  "max_2d_position_embeddings": 1024,
  "max_position_embeddings": 514,
  "max_rel_2d_pos": 256,
  "max_rel_pos": 128,
  "model_type": "layoutlmv3",
  "num_attention_heads": 12,
  "num_channels": 3,
  "num_hidden_layers": 12,
  "pad_token_id": 1,
  "patch_size": 16,
  "rel_2d_pos_bins": 64,
  "rel_pos_bins": 32,
  "second_input_size": 112,
  "shape_size": 128,
  "text_embed": true,
  "torch_dtype": "float32",
  "transformers_version": "4.26.0",
  "type_vocab_size": 1,
  "visual_embed": true,
  "vocab_size": 50265
}