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layoutlmv3-finetuned-invoice

Token Classification
Transformers
PyTorch
layoutlmv3
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Community
1
layoutlmv3-finetuned-invoice
File size: 2,663 Bytes 
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{
  "_name_or_path": "/content/test/checkpoint-2000",
  "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-BalanceDue",
    "1": "B-BuyerAdress",
    "2": "B-BuyerGSTIN",
    "3": "B-BuyerName",
    "4": "B-CGST",
    "5": "B-DueDate",
    "6": "B-HSN/SAC",
    "7": "B-InvoiceDate",
    "8": "B-InvoiceNo",
    "9": "B-PaymentMade",
    "10": "B-SGST",
    "11": "B-SellerAdress",
    "12": "B-SellerGSTIN",
    "13": "B-SellerName",
    "14": "B-SubTotal",
    "15": "B-Total",
    "16": "HSN/SAC",
    "17": "I-BalanceDue",
    "18": "I-BuyerAdress",
    "19": "I-BuyerGSTIN",
    "20": "I-BuyerName",
    "21": "I-CGST",
    "22": "I-DueDate",
    "23": "I-HSN/SAC",
    "24": "I-InvoiceDate",
    "25": "I-InvoiceNo",
    "26": "I-PaymentMade",
    "27": "I-SGST",
    "28": "I-SellerAdress",
    "29": "I-SellerGSTIN",
    "30": "I-SellerName",
    "31": "I-SubTotal",
    "32": "I-Total",
    "33": "IgnoreText"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 3072,
  "label2id": {
    "B-BalanceDue": 0,
    "B-BuyerAdress": 1,
    "B-BuyerGSTIN": 2,
    "B-BuyerName": 3,
    "B-CGST": 4,
    "B-DueDate": 5,
    "B-HSN/SAC": 6,
    "B-InvoiceDate": 7,
    "B-InvoiceNo": 8,
    "B-PaymentMade": 9,
    "B-SGST": 10,
    "B-SellerAdress": 11,
    "B-SellerGSTIN": 12,
    "B-SellerName": 13,
    "B-SubTotal": 14,
    "B-Total": 15,
    "HSN/SAC": 16,
    "I-BalanceDue": 17,
    "I-BuyerAdress": 18,
    "I-BuyerGSTIN": 19,
    "I-BuyerName": 20,
    "I-CGST": 21,
    "I-DueDate": 22,
    "I-HSN/SAC": 23,
    "I-InvoiceDate": 24,
    "I-InvoiceNo": 25,
    "I-PaymentMade": 26,
    "I-SGST": 27,
    "I-SellerAdress": 28,
    "I-SellerGSTIN": 29,
    "I-SellerName": 30,
    "I-SubTotal": 31,
    "I-Total": 32,
    "IgnoreText": 33
  },
  "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": "4.33.0.dev0",
  "type_vocab_size": 1,
  "visual_embed": true,
  "vocab_size": 50265
}