|
{
|
|
"_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
|
|
}
|
|
|