LayoutLMv3 / config.json
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{
"architectures": [
"LayoutLMv3ForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"bos_token_id": 0,
"classifier_dropout": null,
"coordinate_size": 128,
"dtype": "float32",
"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": "O",
"1": "B-INVOICE_NO",
"2": "I-INVOICE_NO",
"3": "B-INVOICE_DATE",
"4": "I-INVOICE_DATE",
"5": "B-SELLER",
"6": "I-SELLER",
"7": "B-CLIENT",
"8": "I-CLIENT",
"9": "B-SELLER_TAX_ID",
"10": "I-SELLER_TAX_ID",
"11": "B-CLIENT_TAX_ID",
"12": "I-CLIENT_TAX_ID",
"13": "B-IBAN",
"14": "I-IBAN",
"15": "B-ITEM_DESC",
"16": "I-ITEM_DESC",
"17": "B-ITEM_QTY",
"18": "I-ITEM_QTY",
"19": "B-ITEM_NET_PRICE",
"20": "I-ITEM_NET_PRICE",
"21": "B-ITEM_NET_WORTH",
"22": "I-ITEM_NET_WORTH",
"23": "B-ITEM_VAT",
"24": "I-ITEM_VAT",
"25": "B-ITEM_GROSS_WORTH",
"26": "I-ITEM_GROSS_WORTH",
"27": "B-TOTAL_NET_WORTH",
"28": "I-TOTAL_NET_WORTH",
"29": "B-TOTAL_VAT",
"30": "I-TOTAL_VAT",
"31": "B-TOTAL_GROSS_WORTH",
"32": "I-TOTAL_GROSS_WORTH",
"33": "B-DUE_DATE",
"34": "I-DUE_DATE",
"35": "B-PAYMENT_TERMS",
"36": "I-PAYMENT_TERMS",
"37": "B-CURRENCY",
"38": "I-CURRENCY",
"39": "B-SUBTOTAL",
"40": "I-SUBTOTAL",
"41": "B-DISCOUNT",
"42": "I-DISCOUNT",
"43": "B-SHIPPING",
"44": "I-SHIPPING"
},
"initializer_range": 0.02,
"input_size": 224,
"intermediate_size": 3072,
"label2id": {
"B-CLIENT": 7,
"B-CLIENT_TAX_ID": 11,
"B-CURRENCY": 37,
"B-DISCOUNT": 41,
"B-DUE_DATE": 33,
"B-IBAN": 13,
"B-INVOICE_DATE": 3,
"B-INVOICE_NO": 1,
"B-ITEM_DESC": 15,
"B-ITEM_GROSS_WORTH": 25,
"B-ITEM_NET_PRICE": 19,
"B-ITEM_NET_WORTH": 21,
"B-ITEM_QTY": 17,
"B-ITEM_VAT": 23,
"B-PAYMENT_TERMS": 35,
"B-SELLER": 5,
"B-SELLER_TAX_ID": 9,
"B-SHIPPING": 43,
"B-SUBTOTAL": 39,
"B-TOTAL_GROSS_WORTH": 31,
"B-TOTAL_NET_WORTH": 27,
"B-TOTAL_VAT": 29,
"I-CLIENT": 8,
"I-CLIENT_TAX_ID": 12,
"I-CURRENCY": 38,
"I-DISCOUNT": 42,
"I-DUE_DATE": 34,
"I-IBAN": 14,
"I-INVOICE_DATE": 4,
"I-INVOICE_NO": 2,
"I-ITEM_DESC": 16,
"I-ITEM_GROSS_WORTH": 26,
"I-ITEM_NET_PRICE": 20,
"I-ITEM_NET_WORTH": 22,
"I-ITEM_QTY": 18,
"I-ITEM_VAT": 24,
"I-PAYMENT_TERMS": 36,
"I-SELLER": 6,
"I-SELLER_TAX_ID": 10,
"I-SHIPPING": 44,
"I-SUBTOTAL": 40,
"I-TOTAL_GROSS_WORTH": 32,
"I-TOTAL_NET_WORTH": 28,
"I-TOTAL_VAT": 30,
"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,
"transformers_version": "5.17.0",
"type_vocab_size": 1,
"use_cache": false,
"visual_embed": true,
"vocab_size": 50265
}