|
{ |
|
"_name_or_path": "microsoft/layoutlmv3-base", |
|
"architectures": [ |
|
"LayoutLMv3ForTokenClassification" |
|
], |
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"attention_probs_dropout_prob": 0.1, |
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"bos_token_id": 0, |
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"classifier_dropout": null, |
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"coordinate_size": 128, |
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"eos_token_id": 2, |
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"has_relative_attention_bias": true, |
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"has_spatial_attention_bias": true, |
|
"hidden_act": "gelu", |
|
"hidden_dropout_prob": 0.1, |
|
"hidden_size": 768, |
|
"id2label": { |
|
"0": "O", |
|
"1": "B-BILL_TO_NAME", |
|
"2": "B-BILL_TO_ADDRESS", |
|
"3": "B-SHIP_TO_NAME", |
|
"4": "B-SHIP_TO_ADDRESS", |
|
"5": "B-INVOICE_NUMBER", |
|
"6": "B-INVOICE_DATE", |
|
"7": "B-PAYMENT_INFO", |
|
"8": "B-DUE_DATE", |
|
"9": "B-TOTAL_TAX_AMOUNT", |
|
"10": "B-TOTAL_AMOUNT", |
|
"11": "I-BILL_TO_NAME", |
|
"12": "I-BILL_TO_ADDRESS", |
|
"13": "I-SHIP_TO_NAME", |
|
"14": "I-SHIP_TO_ADDRESS", |
|
"15": "I-INVOICE_NUMBER", |
|
"16": "I-INVOICE_DATE", |
|
"17": "I-PAYMENT_INFO", |
|
"18": "I-DUE_DATE", |
|
"19": "I-TOTAL_TAX_AMOUNT", |
|
"20": "I-TOTAL_AMOUNT" |
|
}, |
|
"initializer_range": 0.02, |
|
"input_size": 224, |
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"intermediate_size": 3072, |
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"label2id": { |
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"B-BILL_TO_ADDRESS": 2, |
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"B-BILL_TO_NAME": 1, |
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"B-DUE_DATE": 8, |
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"B-INVOICE_DATE": 6, |
|
"B-INVOICE_NUMBER": 5, |
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"B-PAYMENT_INFO": 7, |
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"B-SHIP_TO_ADDRESS": 4, |
|
"B-SHIP_TO_NAME": 3, |
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"B-TOTAL_AMOUNT": 10, |
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"B-TOTAL_TAX_AMOUNT": 9, |
|
"I-BILL_TO_ADDRESS": 12, |
|
"I-BILL_TO_NAME": 11, |
|
"I-DUE_DATE": 18, |
|
"I-INVOICE_DATE": 16, |
|
"I-INVOICE_NUMBER": 15, |
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"I-PAYMENT_INFO": 17, |
|
"I-SHIP_TO_ADDRESS": 14, |
|
"I-SHIP_TO_NAME": 13, |
|
"I-TOTAL_AMOUNT": 20, |
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"I-TOTAL_TAX_AMOUNT": 19, |
|
"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": "4.27.1", |
|
"type_vocab_size": 1, |
|
"visual_embed": true, |
|
"vocab_size": 50265 |
|
} |
|
|