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Divyanshu97
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bank_statement_extractor-v1

Token Classification
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layoutlmv3
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bank_statement_extractor-v1
File size: 2,008 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": "COLUMN_HEADER",
    "1": "TRAN_ID",
    "2": "TRAN_DATE",
    "3": "REMARKS",
    "4": "AMOUNT(RS)",
    "5": "BALANCE(RS)",
    "6": "S.NO.",
    "7": "TRANSACTION_ID",
    "8": "DATE",
    "9": "TXN_DATE",
    "10": "VALUE_DATE",
    "11": "DESCRIPTION",
    "12": "REF_CHQ_NO",
    "13": "BRANCH_CODE",
    "14": "DEBIT",
    "15": "CREDIT",
    "16": "BALANCE",
    "17": "REFERENCE_NO",
    "18": "TRANSACTION_DATE",
    "19": "CREDITED_AMOUNT",
    "20": "DEBITED_AMOUNT"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 3072,
  "label2id": {
    "AMOUNT(RS)": 4,
    "BALANCE": 16,
    "BALANCE(RS)": 5,
    "BRANCH_CODE": 13,
    "COLUMN_HEADER": 0,
    "CREDIT": 15,
    "CREDITED_AMOUNT": 19,
    "DATE": 8,
    "DEBIT": 14,
    "DEBITED_AMOUNT": 20,
    "DESCRIPTION": 11,
    "REFERENCE_NO": 17,
    "REF_CHQ_NO": 12,
    "REMARKS": 3,
    "S.NO.": 6,
    "TRANSACTION_DATE": 18,
    "TRANSACTION_ID": 7,
    "TRAN_DATE": 2,
    "TRAN_ID": 1,
    "TXN_DATE": 9,
    "VALUE_DATE": 10
  },
  "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": "4.42.4",
  "type_vocab_size": 1,
  "visual_embed": true,
  "vocab_size": 50265
}