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bert-base-multilingual-cased-iob2-20240819104254

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bert-base-multilingual-cased-iob2-20240819104254
File size: 4,571 Bytes 
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{
  "_name_or_path": "bert-base-multilingual-cased",
  "architectures": [
    "BertForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "directionality": "bidi",
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B-bookingNumber",
    "2": "I-bookingNumber",
    "3": "B-cardNumber",
    "4": "I-cardNumber",
    "5": "B-cardType",
    "6": "I-cardType",
    "7": "B-checkIn",
    "8": "I-checkIn",
    "9": "B-checkOut",
    "10": "I-checkOut",
    "11": "B-companyAddress",
    "12": "I-companyAddress",
    "13": "B-companyCity",
    "14": "I-companyCity",
    "15": "B-companyCountry",
    "16": "I-companyCountry",
    "17": "B-companyName",
    "18": "I-companyName",
    "19": "B-companyVATNumber",
    "20": "I-companyVATNumber",
    "21": "B-companyZipcode",
    "22": "I-companyZipcode",
    "23": "B-currencyCode",
    "24": "I-currencyCode",
    "25": "B-documentType",
    "26": "I-documentType",
    "27": "B-externalReservationNumber",
    "28": "I-externalReservationNumber",
    "29": "B-grossAmount",
    "30": "I-grossAmount",
    "31": "B-hotelAddress",
    "32": "I-hotelAddress",
    "33": "B-hotelBankAccount",
    "34": "I-hotelBankAccount",
    "35": "B-hotelCity",
    "36": "I-hotelCity",
    "37": "B-hotelCountry",
    "38": "I-hotelCountry",
    "39": "B-hotelEmail",
    "40": "I-hotelEmail",
    "41": "B-hotelFaxNumber",
    "42": "I-hotelFaxNumber",
    "43": "B-hotelName",
    "44": "I-hotelName",
    "45": "B-hotelPhoneNumber",
    "46": "I-hotelPhoneNumber",
    "47": "B-hotelTaxCode",
    "48": "I-hotelTaxCode",
    "49": "B-hotelVATNumber",
    "50": "I-hotelVATNumber",
    "51": "B-hotelZipCode",
    "52": "I-hotelZipCode",
    "53": "B-invoiceDate",
    "54": "I-invoiceDate",
    "55": "B-invoiceNumber",
    "56": "I-invoiceNumber",
    "57": "B-netAmount",
    "58": "I-netAmount",
    "59": "B-pageNumber",
    "60": "I-pageNumber",
    "61": "B-reservationNumber",
    "62": "I-reservationNumber",
    "63": "B-roomNo",
    "64": "I-roomNo",
    "65": "B-taxAmount",
    "66": "I-taxAmount",
    "67": "B-travellerName",
    "68": "I-travellerName"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B-bookingNumber": 1,
    "B-cardNumber": 3,
    "B-cardType": 5,
    "B-checkIn": 7,
    "B-checkOut": 9,
    "B-companyAddress": 11,
    "B-companyCity": 13,
    "B-companyCountry": 15,
    "B-companyName": 17,
    "B-companyVATNumber": 19,
    "B-companyZipcode": 21,
    "B-currencyCode": 23,
    "B-documentType": 25,
    "B-externalReservationNumber": 27,
    "B-grossAmount": 29,
    "B-hotelAddress": 31,
    "B-hotelBankAccount": 33,
    "B-hotelCity": 35,
    "B-hotelCountry": 37,
    "B-hotelEmail": 39,
    "B-hotelFaxNumber": 41,
    "B-hotelName": 43,
    "B-hotelPhoneNumber": 45,
    "B-hotelTaxCode": 47,
    "B-hotelVATNumber": 49,
    "B-hotelZipCode": 51,
    "B-invoiceDate": 53,
    "B-invoiceNumber": 55,
    "B-netAmount": 57,
    "B-pageNumber": 59,
    "B-reservationNumber": 61,
    "B-roomNo": 63,
    "B-taxAmount": 65,
    "B-travellerName": 67,
    "I-bookingNumber": 2,
    "I-cardNumber": 4,
    "I-cardType": 6,
    "I-checkIn": 8,
    "I-checkOut": 10,
    "I-companyAddress": 12,
    "I-companyCity": 14,
    "I-companyCountry": 16,
    "I-companyName": 18,
    "I-companyVATNumber": 20,
    "I-companyZipcode": 22,
    "I-currencyCode": 24,
    "I-documentType": 26,
    "I-externalReservationNumber": 28,
    "I-grossAmount": 30,
    "I-hotelAddress": 32,
    "I-hotelBankAccount": 34,
    "I-hotelCity": 36,
    "I-hotelCountry": 38,
    "I-hotelEmail": 40,
    "I-hotelFaxNumber": 42,
    "I-hotelName": 44,
    "I-hotelPhoneNumber": 46,
    "I-hotelTaxCode": 48,
    "I-hotelVATNumber": 50,
    "I-hotelZipCode": 52,
    "I-invoiceDate": 54,
    "I-invoiceNumber": 56,
    "I-netAmount": 58,
    "I-pageNumber": 60,
    "I-reservationNumber": 62,
    "I-roomNo": 64,
    "I-taxAmount": 66,
    "I-travellerName": 68,
    "O": 0
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "pooler_fc_size": 768,
  "pooler_num_attention_heads": 12,
  "pooler_num_fc_layers": 3,
  "pooler_size_per_head": 128,
  "pooler_type": "first_token_transform",
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.40.2",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 119547
}