layout_ubiai / config.json
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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": "B-ITEM_DESC",
"1": "E-ITEM_DESC",
"2": "S-ITEM_DESC",
"3": "S-CLIENT_ADDRESS",
"4": "E-VAT (PER ITEM OR PERCENTAGE)",
"5": "B-SELLER_ADDRESS",
"6": "S-INVOICE_NUMBER",
"7": "S-TOTAL_NET_WORTH",
"8": "I-CLIENT_ADDRESS",
"9": "E-TOTAL_NET_WORTH",
"10": "B-NET_WORTH",
"11": "E-TOTAL_GROSS_WORTH",
"12": "E-CLIENT",
"13": "I-SELLER",
"14": "S-CLIENT",
"15": "S-GROSS_WORTH",
"16": "S-SELLER",
"17": "I-NET_PRICE",
"18": "B-CLIENT",
"19": "E-IBAN",
"20": "S-INVOICE_DATE",
"21": "B-TOTAL_NET_WORTH",
"22": "S-IBAN",
"23": "I-IBAN",
"24": "E-CLIENT_ADDRESS",
"25": "S-NET_PRICE",
"26": "S-NET_WORTH",
"27": "O",
"28": "E-QTY",
"29": "B-SELLER",
"30": "B-CLIENT_ADDRESS",
"31": "I-CLIENT",
"32": "B-ITEM_NO",
"33": "B-TOTAL_VAT",
"34": "I-TOTAL_VAT",
"35": "I-NET_WORTH",
"36": "S-CURRENCY",
"37": "B-GROSS_WORTH",
"38": "E-ITEM_NO",
"39": "B-TOTAL_GROSS_WORTH",
"40": "E-GROSS_WORTH",
"41": "S-TOTAL_VAT",
"42": "S-VAT (PER ITEM OR PERCENTAGE)",
"43": "E-NET_WORTH",
"44": "S-TOTAL_GROSS_WORTH",
"45": "E-SELLER_ADDRESS",
"46": "S-SELLER_ADDRESS",
"47": "S-ITEM_NO",
"48": "I-SELLER_ADDRESS",
"49": "B-VAT (PER ITEM OR PERCENTAGE)",
"50": "E-SELLER",
"51": "I-ITEM_DESC",
"52": "S-QTY",
"53": "E-NET_PRICE",
"54": "S-SELLER_TAX_ID",
"55": "S-CLIENT_TAX_ID",
"56": "E-TOTAL_VAT",
"57": "B-NET_PRICE",
"58": "B-IBAN",
"59": "B-QTY"
},
"initializer_range": 0.02,
"input_size": 224,
"intermediate_size": 3072,
"label2id": {
"B-CLIENT": 18,
"B-CLIENT_ADDRESS": 30,
"B-GROSS_WORTH": 37,
"B-IBAN": 58,
"B-ITEM_DESC": 0,
"B-ITEM_NO": 32,
"B-NET_PRICE": 57,
"B-NET_WORTH": 10,
"B-QTY": 59,
"B-SELLER": 29,
"B-SELLER_ADDRESS": 5,
"B-TOTAL_GROSS_WORTH": 39,
"B-TOTAL_NET_WORTH": 21,
"B-TOTAL_VAT": 33,
"B-VAT (PER ITEM OR PERCENTAGE)": 49,
"E-CLIENT": 12,
"E-CLIENT_ADDRESS": 24,
"E-GROSS_WORTH": 40,
"E-IBAN": 19,
"E-ITEM_DESC": 1,
"E-ITEM_NO": 38,
"E-NET_PRICE": 53,
"E-NET_WORTH": 43,
"E-QTY": 28,
"E-SELLER": 50,
"E-SELLER_ADDRESS": 45,
"E-TOTAL_GROSS_WORTH": 11,
"E-TOTAL_NET_WORTH": 9,
"E-TOTAL_VAT": 56,
"E-VAT (PER ITEM OR PERCENTAGE)": 4,
"I-CLIENT": 31,
"I-CLIENT_ADDRESS": 8,
"I-IBAN": 23,
"I-ITEM_DESC": 51,
"I-NET_PRICE": 17,
"I-NET_WORTH": 35,
"I-SELLER": 13,
"I-SELLER_ADDRESS": 48,
"I-TOTAL_VAT": 34,
"O": 27,
"S-CLIENT": 14,
"S-CLIENT_ADDRESS": 3,
"S-CLIENT_TAX_ID": 55,
"S-CURRENCY": 36,
"S-GROSS_WORTH": 15,
"S-IBAN": 22,
"S-INVOICE_DATE": 20,
"S-INVOICE_NUMBER": 6,
"S-ITEM_DESC": 2,
"S-ITEM_NO": 47,
"S-NET_PRICE": 25,
"S-NET_WORTH": 26,
"S-QTY": 52,
"S-SELLER": 16,
"S-SELLER_ADDRESS": 46,
"S-SELLER_TAX_ID": 54,
"S-TOTAL_GROSS_WORTH": 44,
"S-TOTAL_NET_WORTH": 7,
"S-TOTAL_VAT": 41,
"S-VAT (PER ITEM OR PERCENTAGE)": 42
},
"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": "4.37.2",
"type_vocab_size": 1,
"visual_embed": true,
"vocab_size": 50265
}