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BERTInvoiceCzechV3

Token Classification
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BERTInvoiceCzechV3
File size: 2,527 Bytes
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{
  "add_cross_attention": false,
  "architectures": [
    "BertForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": null,
  "classifier_dropout": null,
  "directionality": "bidi",
  "dtype": "float32",
  "eos_token_id": null,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B_INVOICE_NUMBER",
    "2": "I_INVOICE_NUMBER",
    "3": "B_SUPP_REGISTER_ID",
    "4": "I_SUPP_REGISTER_ID",
    "5": "B_SUPP_TAX_ID",
    "6": "I_SUPP_TAX_ID",
    "7": "B_CUST_REGISTER_ID",
    "8": "I_CUST_REGISTER_ID",
    "9": "B_CUST_TAX_ID",
    "10": "I_CUST_TAX_ID",
    "11": "B_ISSUE_DATE",
    "12": "I_ISSUE_DATE",
    "13": "B_TAXABLE_SUPPLY_DATE",
    "14": "I_TAXABLE_SUPPLY_DATE",
    "15": "B_DUE_DATE",
    "16": "I_DUE_DATE",
    "17": "B_PAYMENT_TYPE",
    "18": "I_PAYMENT_TYPE",
    "19": "B_BANK_ACCOUNT_NUMBER",
    "20": "I_BANK_ACCOUNT_NUMBER",
    "21": "B_IBAN",
    "22": "I_IBAN",
    "23": "B_BIC",
    "24": "I_BIC",
    "25": "B_VARIABLE_SYMBOL",
    "26": "I_VARIABLE_SYMBOL",
    "27": "B_CONST_SYMBOL",
    "28": "I_CONST_SYMBOL",
    "29": "B_TOTAL",
    "30": "I_TOTAL"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "is_decoder": false,
  "label2id": {
    "B_BANK_ACCOUNT_NUMBER": 19,
    "B_BIC": 23,
    "B_CONST_SYMBOL": 27,
    "B_CUST_REGISTER_ID": 7,
    "B_CUST_TAX_ID": 9,
    "B_DUE_DATE": 15,
    "B_IBAN": 21,
    "B_INVOICE_NUMBER": 1,
    "B_ISSUE_DATE": 11,
    "B_PAYMENT_TYPE": 17,
    "B_SUPP_REGISTER_ID": 3,
    "B_SUPP_TAX_ID": 5,
    "B_TAXABLE_SUPPLY_DATE": 13,
    "B_TOTAL": 29,
    "B_VARIABLE_SYMBOL": 25,
    "I_BANK_ACCOUNT_NUMBER": 20,
    "I_BIC": 24,
    "I_CONST_SYMBOL": 28,
    "I_CUST_REGISTER_ID": 8,
    "I_CUST_TAX_ID": 10,
    "I_DUE_DATE": 16,
    "I_IBAN": 22,
    "I_INVOICE_NUMBER": 2,
    "I_ISSUE_DATE": 12,
    "I_PAYMENT_TYPE": 18,
    "I_SUPP_REGISTER_ID": 4,
    "I_SUPP_TAX_ID": 6,
    "I_TAXABLE_SUPPLY_DATE": 14,
    "I_TOTAL": 30,
    "I_VARIABLE_SYMBOL": 26,
    "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",
  "tie_word_embeddings": true,
  "transformers_version": "5.0.0",
  "type_vocab_size": 2,
  "use_cache": false,
  "vocab_size": 119547
}