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albertosei
/
layoutlmv3-receipt-parser

Token Classification
Safetensors
English
layoutlmv3
receipt
document-ai
ner
information-extraction
Model card Files
xet
Community
layoutlmv3-receipt-parser
File size: 3,958 Bytes 
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{
  "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": "O",
    "1": "B-vendor_name",
    "2": "I-vendor_name",
    "3": "B-vendor_address",
    "4": "I-vendor_address",
    "5": "B-vendor_phone_number",
    "6": "I-vendor_phone_number",
    "7": "B-date",
    "8": "I-date",
    "9": "B-time",
    "10": "I-time",
    "11": "B-receipt_id",
    "12": "I-receipt_id",
    "13": "B-currency",
    "14": "I-currency",
    "15": "B-total_amount",
    "16": "I-total_amount",
    "17": "B-subtotal_amount",
    "18": "I-subtotal_amount",
    "19": "B-tax_amount",
    "20": "I-tax_amount",
    "21": "B-service_charge_amount",
    "22": "I-service_charge_amount",
    "23": "B-discount_amount",
    "24": "I-discount_amount",
    "25": "B-tip_amount",
    "26": "I-tip_amount",
    "27": "B-cash_paid_amount",
    "28": "I-cash_paid_amount",
    "29": "B-change_amount",
    "30": "I-change_amount",
    "31": "B-credit_card_amount",
    "32": "I-credit_card_amount",
    "33": "B-e_money_amount",
    "34": "I-e_money_amount",
    "35": "B-payment_method",
    "36": "I-payment_method",
    "37": "B-line_item_name",
    "38": "I-line_item_name",
    "39": "B-line_item_quantity",
    "40": "I-line_item_quantity",
    "41": "B-line_item_unit_price",
    "42": "I-line_item_unit_price",
    "43": "B-line_item_total_price",
    "44": "I-line_item_total_price",
    "45": "B-line_item_discount_amount",
    "46": "I-line_item_discount_amount",
    "47": "B-line_item_vat_status",
    "48": "I-line_item_vat_status",
    "49": "B-other",
    "50": "I-other"
  },
  "initializer_range": 0.02,
  "input_size": 224,
  "intermediate_size": 3072,
  "label2id": {
    "B-cash_paid_amount": 27,
    "B-change_amount": 29,
    "B-credit_card_amount": 31,
    "B-currency": 13,
    "B-date": 7,
    "B-discount_amount": 23,
    "B-e_money_amount": 33,
    "B-line_item_discount_amount": 45,
    "B-line_item_name": 37,
    "B-line_item_quantity": 39,
    "B-line_item_total_price": 43,
    "B-line_item_unit_price": 41,
    "B-line_item_vat_status": 47,
    "B-other": 49,
    "B-payment_method": 35,
    "B-receipt_id": 11,
    "B-service_charge_amount": 21,
    "B-subtotal_amount": 17,
    "B-tax_amount": 19,
    "B-time": 9,
    "B-tip_amount": 25,
    "B-total_amount": 15,
    "B-vendor_address": 3,
    "B-vendor_name": 1,
    "B-vendor_phone_number": 5,
    "I-cash_paid_amount": 28,
    "I-change_amount": 30,
    "I-credit_card_amount": 32,
    "I-currency": 14,
    "I-date": 8,
    "I-discount_amount": 24,
    "I-e_money_amount": 34,
    "I-line_item_discount_amount": 46,
    "I-line_item_name": 38,
    "I-line_item_quantity": 40,
    "I-line_item_total_price": 44,
    "I-line_item_unit_price": 42,
    "I-line_item_vat_status": 48,
    "I-other": 50,
    "I-payment_method": 36,
    "I-receipt_id": 12,
    "I-service_charge_amount": 22,
    "I-subtotal_amount": 18,
    "I-tax_amount": 20,
    "I-time": 10,
    "I-tip_amount": 26,
    "I-total_amount": 16,
    "I-vendor_address": 4,
    "I-vendor_name": 2,
    "I-vendor_phone_number": 6,
    "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,
  "torch_dtype": "float32",
  "transformers_version": "4.52.4",
  "type_vocab_size": 1,
  "use_cache": false,
  "visual_embed": true,
  "vocab_size": 50265
}