layoutlmv3-large-cord / config.json
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{
"_name_or_path": "microsoft/layoutlmv3-large",
"architectures": [
"LayoutLMv3ForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"bos_token_id": 0,
"classifier_dropout": null,
"coordinate_size": 171,
"eos_token_id": 2,
"has_relative_attention_bias": true,
"has_spatial_attention_bias": true,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 1024,
"id2label": {
"0": "O",
"1": "B-MENU.CNT",
"2": "B-MENU.DISCOUNTPRICE",
"3": "B-MENU.NM",
"4": "B-MENU.NUM",
"5": "B-MENU.PRICE",
"6": "B-MENU.SUB.CNT",
"7": "B-MENU.SUB.NM",
"8": "B-MENU.SUB.PRICE",
"9": "B-MENU.UNITPRICE",
"10": "B-SUB_TOTAL.DISCOUNT_PRICE",
"11": "B-SUB_TOTAL.ETC",
"12": "B-SUB_TOTAL.SERVICE_PRICE",
"13": "B-SUB_TOTAL.SUBTOTAL_PRICE",
"14": "B-SUB_TOTAL.TAX_PRICE",
"15": "B-TOTAL.CASHPRICE",
"16": "B-TOTAL.CHANGEPRICE",
"17": "B-TOTAL.CREDITCARDPRICE",
"18": "B-TOTAL.MENUQTY_CNT",
"19": "B-TOTAL.TOTAL_PRICE",
"20": "I-MENU.CNT",
"21": "I-MENU.DISCOUNTPRICE",
"22": "I-MENU.NM",
"23": "I-MENU.NUM",
"24": "I-MENU.PRICE",
"25": "I-MENU.SUB.CNT",
"26": "I-MENU.SUB.NM",
"27": "I-MENU.SUB.PRICE",
"28": "I-MENU.UNITPRICE",
"29": "I-SUB_TOTAL.DISCOUNT_PRICE",
"30": "I-SUB_TOTAL.ETC",
"31": "I-SUB_TOTAL.SERVICE_PRICE",
"32": "I-SUB_TOTAL.SUBTOTAL_PRICE",
"33": "I-SUB_TOTAL.TAX_PRICE",
"34": "I-TOTAL.CASHPRICE",
"35": "I-TOTAL.CHANGEPRICE",
"36": "I-TOTAL.CREDITCARDPRICE",
"37": "I-TOTAL.MENUQTY_CNT",
"38": "I-TOTAL.TOTAL_PRICE"
},
"initializer_range": 0.02,
"input_size": 224,
"intermediate_size": 4096,
"label2id": {
"B-MENU.CNT": 1,
"B-MENU.DISCOUNTPRICE": 2,
"B-MENU.NM": 3,
"B-MENU.NUM": 4,
"B-MENU.PRICE": 5,
"B-MENU.SUB.CNT": 6,
"B-MENU.SUB.NM": 7,
"B-MENU.SUB.PRICE": 8,
"B-MENU.UNITPRICE": 9,
"B-SUB_TOTAL.DISCOUNT_PRICE": 10,
"B-SUB_TOTAL.ETC": 11,
"B-SUB_TOTAL.SERVICE_PRICE": 12,
"B-SUB_TOTAL.SUBTOTAL_PRICE": 13,
"B-SUB_TOTAL.TAX_PRICE": 14,
"B-TOTAL.CASHPRICE": 15,
"B-TOTAL.CHANGEPRICE": 16,
"B-TOTAL.CREDITCARDPRICE": 17,
"B-TOTAL.MENUQTY_CNT": 18,
"B-TOTAL.TOTAL_PRICE": 19,
"I-MENU.CNT": 20,
"I-MENU.DISCOUNTPRICE": 21,
"I-MENU.NM": 22,
"I-MENU.NUM": 23,
"I-MENU.PRICE": 24,
"I-MENU.SUB.CNT": 25,
"I-MENU.SUB.NM": 26,
"I-MENU.SUB.PRICE": 27,
"I-MENU.UNITPRICE": 28,
"I-SUB_TOTAL.DISCOUNT_PRICE": 29,
"I-SUB_TOTAL.ETC": 30,
"I-SUB_TOTAL.SERVICE_PRICE": 31,
"I-SUB_TOTAL.SUBTOTAL_PRICE": 32,
"I-SUB_TOTAL.TAX_PRICE": 33,
"I-TOTAL.CASHPRICE": 34,
"I-TOTAL.CHANGEPRICE": 35,
"I-TOTAL.CREDITCARDPRICE": 36,
"I-TOTAL.MENUQTY_CNT": 37,
"I-TOTAL.TOTAL_PRICE": 38,
"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": 16,
"num_channels": 3,
"num_hidden_layers": 24,
"pad_token_id": 1,
"patch_size": 16,
"rel_2d_pos_bins": 64,
"rel_pos_bins": 32,
"second_input_size": 112,
"shape_size": 170,
"text_embed": true,
"torch_dtype": "float32",
"transformers_version": "4.44.2",
"type_vocab_size": 1,
"visual_embed": true,
"vocab_size": 50265
}