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mijungkim
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pasha

Token Classification
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layoutlmv3
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pasha
File size: 1,753 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,
  "finetuning_task": "ner",
  "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": "SHOP_NAME",
    "2": "BRANCH",
    "3": "ITEM",
    "4": "UNIT_PRICE",
    "5": "SUB_TOTAL",
    "6": "ADDRESS",
    "7": "PAYMENT",
    "8": "PHONE_NUMBER",
    "9": "POINTCARDTYPE",
    "10": "POINTCARDBALANCE",
    "11": "CATEGORY",
    "12": "DATE",
    "13": "QTY",
    "14": "TOTAL_PRICE",
    "15": "METHOD"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 3072,
  "label2id": {
    "ADDRESS": 6,
    "BRANCH": 2,
    "CATEGORY": 11,
    "DATE": 12,
    "ITEM": 3,
    "METHOD": 15,
    "O": 0,
    "PAYMENT": 7,
    "PHONE_NUMBER": 8,
    "POINTCARDBALANCE": 10,
    "POINTCARDTYPE": 9,
    "QTY": 13,
    "SHOP_NAME": 1,
    "SUB_TOTAL": 5,
    "TOTAL_PRICE": 14,
    "UNIT_PRICE": 4
  },
  "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.dev0",
  "type_vocab_size": 1,
  "visual_embed": true,
  "vocab_size": 50265
}