Commit
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Parent(s):
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layoutlmv3-finetuned-cord_100
Browse files- README.md +48 -0
- config.json +166 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
README.md
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---
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license: cc-by-nc-sa-4.0
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base_model: rajistics/layoutlmv3-finetuned-cord_500
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tags:
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- generated_from_trainer
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model-index:
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- name: layoutlmv3-finetuned-cord
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# layoutlmv3-finetuned-cord
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This model is a fine-tuned version of [rajistics/layoutlmv3-finetuned-cord_500](https://huggingface.co/rajistics/layoutlmv3-finetuned-cord_500) on an unknown dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 8
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- eval_batch_size: 5
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 3.0
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### Framework versions
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- Transformers 4.33.2
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- Pytorch 2.0.1+cu118
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- Datasets 2.14.5
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- Tokenizers 0.13.3
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config.json
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{
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"_name_or_path": "rajistics/layoutlmv3-finetuned-cord_500",
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"architectures": [
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"LayoutLMv3ForTokenClassification"
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],
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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,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "O",
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"1": "B-MENU.NM",
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"2": "B-MENU.NUM",
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"3": "B-MENU.UNITPRICE",
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"4": "B-MENU.CNT",
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"5": "B-MENU.DISCOUNTPRICE",
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"6": "B-MENU.PRICE",
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"7": "B-MENU.ITEMSUBTOTAL",
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"8": "B-MENU.VATYN",
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"9": "B-MENU.ETC",
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"10": "B-MENU.SUB_NM",
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"11": "B-MENU.SUB_UNITPRICE",
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"12": "B-MENU.SUB_CNT",
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"13": "B-MENU.SUB_PRICE",
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"14": "B-MENU.SUB_ETC",
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"15": "B-VOID_MENU.NM",
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"16": "B-VOID_MENU.PRICE",
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"17": "B-SUB_TOTAL.SUBTOTAL_PRICE",
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"18": "B-SUB_TOTAL.DISCOUNT_PRICE",
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"19": "B-SUB_TOTAL.SERVICE_PRICE",
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"20": "B-SUB_TOTAL.OTHERSVC_PRICE",
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"21": "B-SUB_TOTAL.TAX_PRICE",
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"22": "B-SUB_TOTAL.ETC",
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"23": "B-TOTAL.TOTAL_PRICE",
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"24": "B-TOTAL.TOTAL_ETC",
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"25": "B-TOTAL.CASHPRICE",
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"26": "B-TOTAL.CHANGEPRICE",
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"27": "B-TOTAL.CREDITCARDPRICE",
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"28": "B-TOTAL.EMONEYPRICE",
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"29": "B-TOTAL.MENUTYPE_CNT",
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"30": "B-TOTAL.MENUQTY_CNT",
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"31": "I-MENU.NM",
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"32": "I-MENU.NUM",
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"33": "I-MENU.UNITPRICE",
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"34": "I-MENU.CNT",
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"35": "I-MENU.DISCOUNTPRICE",
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"36": "I-MENU.PRICE",
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"37": "I-MENU.ITEMSUBTOTAL",
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"38": "I-MENU.VATYN",
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"39": "I-MENU.ETC",
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"40": "I-MENU.SUB_NM",
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"41": "I-MENU.SUB_UNITPRICE",
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"42": "I-MENU.SUB_CNT",
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"43": "I-MENU.SUB_PRICE",
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"44": "I-MENU.SUB_ETC",
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"45": "I-VOID_MENU.NM",
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"46": "I-VOID_MENU.PRICE",
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"47": "I-SUB_TOTAL.SUBTOTAL_PRICE",
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"48": "I-SUB_TOTAL.DISCOUNT_PRICE",
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"49": "I-SUB_TOTAL.SERVICE_PRICE",
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"50": "I-SUB_TOTAL.OTHERSVC_PRICE",
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"51": "I-SUB_TOTAL.TAX_PRICE",
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"52": "I-SUB_TOTAL.ETC",
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"53": "I-TOTAL.TOTAL_PRICE",
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"54": "I-TOTAL.TOTAL_ETC",
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"55": "I-TOTAL.CASHPRICE",
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"56": "I-TOTAL.CHANGEPRICE",
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"57": "I-TOTAL.CREDITCARDPRICE",
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"58": "I-TOTAL.EMONEYPRICE",
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"59": "I-TOTAL.MENUTYPE_CNT",
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"60": "I-TOTAL.MENUQTY_CNT"
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},
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"initializer_range": 0.02,
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"input_size": 224,
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"intermediate_size": 3072,
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"label2id": {
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"B-MENU.CNT": 4,
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"B-MENU.DISCOUNTPRICE": 5,
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"B-MENU.ETC": 9,
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"B-MENU.ITEMSUBTOTAL": 7,
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"B-MENU.NM": 1,
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"B-MENU.NUM": 2,
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"B-MENU.PRICE": 6,
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"B-MENU.SUB_CNT": 12,
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"B-MENU.SUB_ETC": 14,
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"B-MENU.SUB_NM": 10,
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"B-MENU.SUB_PRICE": 13,
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"B-MENU.SUB_UNITPRICE": 11,
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"B-MENU.UNITPRICE": 3,
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"B-MENU.VATYN": 8,
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"B-SUB_TOTAL.DISCOUNT_PRICE": 18,
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"B-SUB_TOTAL.ETC": 22,
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"B-SUB_TOTAL.OTHERSVC_PRICE": 20,
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"B-SUB_TOTAL.SERVICE_PRICE": 19,
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"B-SUB_TOTAL.SUBTOTAL_PRICE": 17,
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"B-SUB_TOTAL.TAX_PRICE": 21,
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"B-TOTAL.CASHPRICE": 25,
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"B-TOTAL.CHANGEPRICE": 26,
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"B-TOTAL.CREDITCARDPRICE": 27,
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"B-TOTAL.EMONEYPRICE": 28,
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"B-TOTAL.MENUQTY_CNT": 30,
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"B-TOTAL.MENUTYPE_CNT": 29,
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"B-TOTAL.TOTAL_ETC": 24,
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"B-TOTAL.TOTAL_PRICE": 23,
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"B-VOID_MENU.NM": 15,
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"B-VOID_MENU.PRICE": 16,
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"I-MENU.CNT": 34,
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"I-MENU.DISCOUNTPRICE": 35,
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"I-MENU.ETC": 39,
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"I-MENU.ITEMSUBTOTAL": 37,
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"I-MENU.NM": 31,
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"I-MENU.NUM": 32,
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"I-MENU.PRICE": 36,
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"I-MENU.SUB_CNT": 42,
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"I-MENU.SUB_ETC": 44,
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"I-MENU.SUB_NM": 40,
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"I-MENU.SUB_PRICE": 43,
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"I-MENU.SUB_UNITPRICE": 41,
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"I-MENU.UNITPRICE": 33,
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"I-MENU.VATYN": 38,
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"I-SUB_TOTAL.DISCOUNT_PRICE": 48,
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"I-SUB_TOTAL.ETC": 52,
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"I-SUB_TOTAL.OTHERSVC_PRICE": 50,
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"I-SUB_TOTAL.SERVICE_PRICE": 49,
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"I-SUB_TOTAL.SUBTOTAL_PRICE": 47,
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"I-SUB_TOTAL.TAX_PRICE": 51,
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"I-TOTAL.CASHPRICE": 55,
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"I-TOTAL.CHANGEPRICE": 56,
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"I-TOTAL.CREDITCARDPRICE": 57,
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"I-TOTAL.EMONEYPRICE": 58,
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"I-TOTAL.MENUQTY_CNT": 60,
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"I-TOTAL.MENUTYPE_CNT": 59,
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"I-TOTAL.TOTAL_ETC": 54,
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"I-TOTAL.TOTAL_PRICE": 53,
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"I-VOID_MENU.NM": 45,
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"I-VOID_MENU.PRICE": 46,
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"O": 0
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},
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"layer_norm_eps": 1e-05,
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"max_2d_position_embeddings": 1024,
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"max_position_embeddings": 514,
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"max_rel_2d_pos": 256,
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"max_rel_pos": 128,
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"model_type": "layoutlmv3",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"patch_size": 16,
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"rel_2d_pos_bins": 64,
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"rel_pos_bins": 32,
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"second_input_size": 112,
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"shape_size": 128,
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"text_embed": true,
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"torch_dtype": "float32",
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"transformers_version": "4.33.2",
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"type_vocab_size": 1,
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"visual_embed": true,
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"vocab_size": 50265
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:e3bea10747a700ac0a63a74c64e5337e8e3d99313cd22f36009e8d656f83c1af
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size 503929389
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:46ba829f6016ab679486dfc3f466d5f7c6b4fcc78ba437ad26ce5ad0c96e8082
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size 4027
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