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--- |
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library_name: transformers |
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license: apache-2.0 |
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base_model: answerdotai/ModernBERT-base |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: ModernBERT-base-iob2-20241223160124 |
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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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# ModernBERT-base-iob2-20241223160124 |
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This model is a fine-tuned version of [answerdotai/ModernBERT-base](https://huggingface.co/answerdotai/ModernBERT-base) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- eval_loss: 4.5330 |
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- eval_model_preparation_time: 0.0027 |
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- eval_overall_strict_precision: 0.0014 |
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- eval_overall_strict_recall: 0.0001 |
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- eval_overall_strict_f1: 0.0001 |
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- eval_overall_ent_type_precision: 0.0057 |
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- eval_overall_ent_type_recall: 0.0003 |
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- eval_overall_ent_type_f1: 0.0005 |
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- eval_overall_partial_precision: 0.2577 |
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- eval_overall_partial_recall: 0.0130 |
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- eval_overall_partial_f1: 0.0247 |
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- eval_overall_exact_precision: 0.1638 |
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- eval_overall_exact_recall: 0.0082 |
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- eval_overall_exact_f1: 0.0157 |
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- eval_checkOut_strict_precision: 0.0 |
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- eval_checkOut_strict_recall: 0.0 |
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- eval_checkOut_strict_f1: 0 |
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- eval_checkOut_ent_type_precision: 0.0 |
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- eval_checkOut_ent_type_recall: 0.0 |
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- eval_checkOut_ent_type_f1: 0 |
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- eval_checkOut_partial_precision: 0.0030 |
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- eval_checkOut_partial_recall: 0.0031 |
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- eval_checkOut_partial_f1: 0.0030 |
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- eval_checkOut_exact_precision: 0.0022 |
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- eval_checkOut_exact_recall: 0.0023 |
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- eval_checkOut_exact_f1: 0.0023 |
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- eval_bookingNumber_strict_precision: 0.0 |
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- eval_bookingNumber_strict_recall: 0.0 |
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- eval_bookingNumber_strict_f1: 0 |
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- eval_bookingNumber_ent_type_precision: 0.0 |
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- eval_bookingNumber_ent_type_recall: 0.0 |
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- eval_bookingNumber_ent_type_f1: 0 |
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- eval_bookingNumber_partial_precision: 0.0015 |
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- eval_bookingNumber_partial_recall: 0.0067 |
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- eval_bookingNumber_partial_f1: 0.0024 |
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- eval_bookingNumber_exact_precision: 0.0014 |
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- eval_bookingNumber_exact_recall: 0.0063 |
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- eval_bookingNumber_exact_f1: 0.0023 |
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- eval_documentType_strict_precision: 0.0 |
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- eval_documentType_strict_recall: 0.0 |
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- eval_documentType_strict_f1: 0 |
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- eval_documentType_ent_type_precision: 0.0006 |
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- eval_documentType_ent_type_recall: 0.0001 |
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- eval_documentType_ent_type_f1: 0.0001 |
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- eval_documentType_partial_precision: 0.1126 |
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- eval_documentType_partial_recall: 0.0171 |
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- eval_documentType_partial_f1: 0.0297 |
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- eval_documentType_exact_precision: 0.0816 |
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- eval_documentType_exact_recall: 0.0124 |
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- eval_documentType_exact_f1: 0.0215 |
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- eval_companyCountry_strict_precision: 0.0010 |
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- eval_companyCountry_strict_recall: 0.0003 |
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- eval_companyCountry_strict_f1: 0.0005 |
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- eval_companyCountry_ent_type_precision: 0.0014 |
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- eval_companyCountry_ent_type_recall: 0.0005 |
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- eval_companyCountry_ent_type_f1: 0.0008 |
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- eval_companyCountry_partial_precision: 0.0455 |
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- eval_companyCountry_partial_recall: 0.0167 |
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- eval_companyCountry_partial_f1: 0.0245 |
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- eval_companyCountry_exact_precision: 0.0204 |
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- eval_companyCountry_exact_recall: 0.0075 |
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- eval_companyCountry_exact_f1: 0.0110 |
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- eval_hotelName_strict_precision: 0.0 |
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- eval_hotelName_strict_recall: 0.0 |
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- eval_hotelName_strict_f1: 0 |
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- eval_hotelName_ent_type_precision: 0.0 |
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- eval_hotelName_ent_type_recall: 0.0 |
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- eval_hotelName_ent_type_f1: 0 |
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- eval_hotelName_partial_precision: 0.0003 |
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- eval_hotelName_partial_recall: 0.0016 |
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- eval_hotelName_partial_f1: 0.0005 |
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- eval_hotelName_exact_precision: 0.0003 |
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- eval_hotelName_exact_recall: 0.0014 |
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- eval_hotelName_exact_f1: 0.0005 |
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- eval_hotelBankAccount_strict_precision: 0.0 |
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- eval_hotelBankAccount_strict_recall: 0.0 |
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- eval_hotelBankAccount_strict_f1: 0 |
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- eval_hotelBankAccount_ent_type_precision: 0.0 |
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- eval_hotelBankAccount_ent_type_recall: 0.0 |
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- eval_hotelBankAccount_ent_type_f1: 0 |
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- eval_hotelBankAccount_partial_precision: 0.0 |
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- eval_hotelBankAccount_partial_recall: 0.0 |
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- eval_hotelBankAccount_partial_f1: 0 |
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- eval_hotelBankAccount_exact_precision: 0.0 |
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- eval_hotelBankAccount_exact_recall: 0.0 |
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- eval_hotelBankAccount_exact_f1: 0 |
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- eval_hotelAddress_strict_precision: 0.0 |
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- eval_hotelAddress_strict_recall: 0.0 |
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- eval_hotelAddress_strict_f1: 0 |
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- eval_hotelAddress_ent_type_precision: 0.0 |
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- eval_hotelAddress_ent_type_recall: 0.0 |
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- eval_hotelAddress_ent_type_f1: 0 |
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- eval_hotelAddress_partial_precision: 0.0 |
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- eval_hotelAddress_partial_recall: 0.0 |
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- eval_hotelAddress_partial_f1: 0 |
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- eval_hotelAddress_exact_precision: 0.0 |
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- eval_hotelAddress_exact_recall: 0.0 |
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- eval_hotelAddress_exact_f1: 0 |
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- eval_companyZipcode_strict_precision: 0.0 |
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- eval_companyZipcode_strict_recall: 0.0 |
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- eval_companyZipcode_strict_f1: 0 |
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- eval_companyZipcode_ent_type_precision: 0.0 |
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- eval_companyZipcode_ent_type_recall: 0.0 |
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- eval_companyZipcode_ent_type_f1: 0 |
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- eval_companyZipcode_partial_precision: 0.0005 |
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- eval_companyZipcode_partial_recall: 0.0028 |
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- eval_companyZipcode_partial_f1: 0.0008 |
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- eval_companyZipcode_exact_precision: 0.0004 |
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- eval_companyZipcode_exact_recall: 0.0026 |
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- eval_companyZipcode_exact_f1: 0.0007 |
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- eval_companyAddress_strict_precision: 0.0 |
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- eval_companyAddress_strict_recall: 0.0 |
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- eval_companyAddress_strict_f1: 0 |
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- eval_companyAddress_ent_type_precision: 0.0 |
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- eval_companyAddress_ent_type_recall: 0.0 |
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- eval_companyAddress_ent_type_f1: 0 |
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- eval_companyAddress_partial_precision: 0.0001 |
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- eval_companyAddress_partial_recall: 0.0038 |
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- eval_companyAddress_partial_f1: 0.0001 |
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- eval_companyAddress_exact_precision: 0.0001 |
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- eval_companyAddress_exact_recall: 0.0038 |
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- eval_companyAddress_exact_f1: 0.0001 |
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- eval_netAmount_strict_precision: 0.0 |
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- eval_netAmount_strict_recall: 0.0 |
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- eval_netAmount_strict_f1: 0 |
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- eval_netAmount_ent_type_precision: 0.0 |
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- eval_netAmount_ent_type_recall: 0.0 |
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- eval_netAmount_ent_type_f1: 0 |
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- eval_netAmount_partial_precision: 0.0117 |
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- eval_netAmount_partial_recall: 0.0036 |
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- eval_netAmount_partial_f1: 0.0055 |
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- eval_netAmount_exact_precision: 0.0048 |
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- eval_netAmount_exact_recall: 0.0015 |
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- eval_netAmount_exact_f1: 0.0023 |
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- eval_hotelCountry_strict_precision: 0.0 |
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- eval_hotelCountry_strict_recall: 0.0 |
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- eval_hotelCountry_strict_f1: 0 |
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- eval_hotelCountry_ent_type_precision: 0.0 |
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- eval_hotelCountry_ent_type_recall: 0.0 |
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- eval_hotelCountry_ent_type_f1: 0 |
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- eval_hotelCountry_partial_precision: 0.0015 |
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- eval_hotelCountry_partial_recall: 0.0017 |
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- eval_hotelCountry_partial_f1: 0.0016 |
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- eval_hotelCountry_exact_precision: 0.0015 |
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- eval_hotelCountry_exact_recall: 0.0017 |
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- eval_hotelCountry_exact_f1: 0.0016 |
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- eval_cardNumber_strict_precision: 0.0 |
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- eval_cardNumber_strict_recall: 0.0 |
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- eval_cardNumber_strict_f1: 0 |
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- eval_cardNumber_ent_type_precision: 0.0 |
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- eval_cardNumber_ent_type_recall: 0.0 |
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- eval_cardNumber_ent_type_f1: 0 |
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- eval_cardNumber_partial_precision: 0.0020 |
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- eval_cardNumber_partial_recall: 0.0010 |
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- eval_cardNumber_partial_f1: 0.0013 |
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- eval_cardNumber_exact_precision: 0.0020 |
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- eval_cardNumber_exact_recall: 0.0010 |
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- eval_cardNumber_exact_f1: 0.0013 |
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- eval_cardType_strict_precision: 0.0 |
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- eval_cardType_strict_recall: 0.0 |
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- eval_cardType_strict_f1: 0 |
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- eval_cardType_ent_type_precision: 0.0001 |
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- eval_cardType_ent_type_recall: 0.0007 |
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- eval_cardType_ent_type_f1: 0.0002 |
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- eval_cardType_partial_precision: 0.0008 |
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- eval_cardType_partial_recall: 0.0050 |
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- eval_cardType_partial_f1: 0.0014 |
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- eval_cardType_exact_precision: 0.0005 |
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- eval_cardType_exact_recall: 0.0032 |
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- eval_cardType_exact_f1: 0.0009 |
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- eval_grossAmount_strict_precision: 0.0 |
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- eval_grossAmount_strict_recall: 0.0 |
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- eval_grossAmount_strict_f1: 0 |
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- eval_grossAmount_ent_type_precision: 0.0 |
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- eval_grossAmount_ent_type_recall: 0.0 |
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- eval_grossAmount_ent_type_f1: 0 |
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- eval_grossAmount_partial_precision: 0.0001 |
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- eval_grossAmount_partial_recall: 0.0014 |
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- eval_grossAmount_partial_f1: 0.0001 |
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- eval_grossAmount_exact_precision: 0.0001 |
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- eval_grossAmount_exact_recall: 0.0014 |
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- eval_grossAmount_exact_f1: 0.0001 |
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- eval_reservationNumber_strict_precision: 0.0 |
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- eval_reservationNumber_strict_recall: 0.0 |
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- eval_reservationNumber_strict_f1: 0 |
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- eval_reservationNumber_ent_type_precision: 0.0 |
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- eval_reservationNumber_ent_type_recall: 0.0 |
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- eval_reservationNumber_ent_type_f1: 0 |
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- eval_reservationNumber_partial_precision: 0.0008 |
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- eval_reservationNumber_partial_recall: 0.0045 |
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- eval_reservationNumber_partial_f1: 0.0014 |
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- eval_reservationNumber_exact_precision: 0.0008 |
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- eval_reservationNumber_exact_recall: 0.0045 |
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- eval_reservationNumber_exact_f1: 0.0014 |
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- eval_invoiceNumber_strict_precision: 0.0007 |
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- eval_invoiceNumber_strict_recall: 0.0002 |
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- eval_invoiceNumber_strict_f1: 0.0003 |
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- eval_invoiceNumber_ent_type_precision: 0.0011 |
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- eval_invoiceNumber_ent_type_recall: 0.0003 |
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- eval_invoiceNumber_ent_type_f1: 0.0005 |
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- eval_invoiceNumber_partial_precision: 0.0461 |
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- eval_invoiceNumber_partial_recall: 0.0135 |
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- eval_invoiceNumber_partial_f1: 0.0209 |
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- eval_invoiceNumber_exact_precision: 0.0118 |
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- eval_invoiceNumber_exact_recall: 0.0035 |
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- eval_invoiceNumber_exact_f1: 0.0054 |
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- eval_hotelVATNumber_strict_precision: 0.0001 |
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- eval_hotelVATNumber_strict_recall: 0.0005 |
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- eval_hotelVATNumber_strict_f1: 0.0001 |
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- eval_hotelVATNumber_ent_type_precision: 0.0001 |
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- eval_hotelVATNumber_ent_type_recall: 0.0005 |
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- eval_hotelVATNumber_ent_type_f1: 0.0001 |
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- eval_hotelVATNumber_partial_precision: 0.0004 |
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- eval_hotelVATNumber_partial_recall: 0.0035 |
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- eval_hotelVATNumber_partial_f1: 0.0008 |
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- eval_hotelVATNumber_exact_precision: 0.0004 |
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- eval_hotelVATNumber_exact_recall: 0.0035 |
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- eval_hotelVATNumber_exact_f1: 0.0008 |
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- eval_externalReservationNumber_strict_precision: 0.0 |
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- eval_externalReservationNumber_strict_recall: 0.0 |
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- eval_externalReservationNumber_strict_f1: 0 |
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- eval_externalReservationNumber_ent_type_precision: 0.0 |
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- eval_externalReservationNumber_ent_type_recall: 0.0 |
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- eval_externalReservationNumber_ent_type_f1: 0 |
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- eval_externalReservationNumber_partial_precision: 0.0000 |
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- eval_externalReservationNumber_partial_recall: 0.0012 |
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- eval_externalReservationNumber_partial_f1: 0.0001 |
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- eval_externalReservationNumber_exact_precision: 0.0 |
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- eval_externalReservationNumber_exact_recall: 0.0 |
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- eval_externalReservationNumber_exact_f1: 0 |
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- eval_hotelFaxNumber_strict_precision: 0.0 |
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- eval_hotelFaxNumber_strict_recall: 0.0 |
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- eval_hotelFaxNumber_strict_f1: 0 |
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- eval_hotelFaxNumber_ent_type_precision: 0.0 |
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- eval_hotelFaxNumber_ent_type_recall: 0.0 |
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- eval_hotelFaxNumber_ent_type_f1: 0 |
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- eval_hotelFaxNumber_partial_precision: 0.0001 |
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- eval_hotelFaxNumber_partial_recall: 0.0031 |
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- eval_hotelFaxNumber_partial_f1: 0.0001 |
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- eval_hotelFaxNumber_exact_precision: 0.0 |
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- eval_hotelFaxNumber_exact_recall: 0.0 |
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- eval_hotelFaxNumber_exact_f1: 0 |
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- eval_roomNo_strict_precision: 0.0001 |
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- eval_roomNo_strict_recall: 0.0017 |
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- eval_roomNo_strict_f1: 0.0001 |
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- eval_roomNo_ent_type_precision: 0.0001 |
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- eval_roomNo_ent_type_recall: 0.0017 |
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- eval_roomNo_ent_type_f1: 0.0001 |
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- eval_roomNo_partial_precision: 0.0001 |
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- eval_roomNo_partial_recall: 0.0025 |
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- eval_roomNo_partial_f1: 0.0002 |
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- eval_roomNo_exact_precision: 0.0001 |
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- eval_roomNo_exact_recall: 0.0017 |
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- eval_roomNo_exact_f1: 0.0001 |
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- eval_companyName_strict_precision: 0.0002 |
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- eval_companyName_strict_recall: 0.0001 |
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- eval_companyName_strict_f1: 0.0001 |
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- eval_companyName_ent_type_precision: 0.0040 |
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- eval_companyName_ent_type_recall: 0.0017 |
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- eval_companyName_ent_type_f1: 0.0024 |
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- eval_companyName_partial_precision: 0.0422 |
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- eval_companyName_partial_recall: 0.0179 |
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- eval_companyName_partial_f1: 0.0252 |
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- eval_companyName_exact_precision: 0.0244 |
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- eval_companyName_exact_recall: 0.0104 |
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- eval_companyName_exact_f1: 0.0145 |
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- eval_hotelEmail_strict_precision: 0.0 |
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- eval_hotelEmail_strict_recall: 0.0 |
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- eval_hotelEmail_strict_f1: 0 |
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- eval_hotelEmail_ent_type_precision: 0.0 |
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- eval_hotelEmail_ent_type_recall: 0.0 |
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- eval_hotelEmail_ent_type_f1: 0 |
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- eval_hotelEmail_partial_precision: 0.0024 |
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- eval_hotelEmail_partial_recall: 0.0199 |
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- eval_hotelEmail_partial_f1: 0.0043 |
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- eval_hotelEmail_exact_precision: 0.0024 |
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- eval_hotelEmail_exact_recall: 0.0199 |
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- eval_hotelEmail_exact_f1: 0.0043 |
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- eval_companyVATNumber_strict_precision: 0.0 |
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- eval_companyVATNumber_strict_recall: 0.0 |
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- eval_companyVATNumber_strict_f1: 0 |
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- eval_companyVATNumber_ent_type_precision: 0.0 |
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- eval_companyVATNumber_ent_type_recall: 0.0 |
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- eval_companyVATNumber_ent_type_f1: 0 |
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- eval_companyVATNumber_partial_precision: 0.0020 |
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- eval_companyVATNumber_partial_recall: 0.0020 |
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- eval_companyVATNumber_partial_f1: 0.0020 |
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- eval_companyVATNumber_exact_precision: 0.0018 |
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- eval_companyVATNumber_exact_recall: 0.0017 |
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- eval_companyVATNumber_exact_f1: 0.0018 |
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- eval_invoiceDate_strict_precision: 0.0 |
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- eval_invoiceDate_strict_recall: 0.0 |
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- eval_invoiceDate_strict_f1: 0 |
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- eval_invoiceDate_ent_type_precision: 0.0 |
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- eval_invoiceDate_ent_type_recall: 0.0 |
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- eval_invoiceDate_ent_type_f1: 0 |
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- eval_invoiceDate_partial_precision: 0.0058 |
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- eval_invoiceDate_partial_recall: 0.0127 |
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- eval_invoiceDate_partial_f1: 0.0080 |
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- eval_invoiceDate_exact_precision: 0.0035 |
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- eval_invoiceDate_exact_recall: 0.0077 |
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- eval_invoiceDate_exact_f1: 0.0048 |
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- eval_companyCity_strict_precision: 0.0 |
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- eval_companyCity_strict_recall: 0.0 |
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- eval_companyCity_strict_f1: 0 |
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- eval_companyCity_ent_type_precision: 0.0 |
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- eval_companyCity_ent_type_recall: 0.0 |
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- eval_companyCity_ent_type_f1: 0 |
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- eval_companyCity_partial_precision: 0.0012 |
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- eval_companyCity_partial_recall: 0.0053 |
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- eval_companyCity_partial_f1: 0.0020 |
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- eval_companyCity_exact_precision: 0.0010 |
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- eval_companyCity_exact_recall: 0.0044 |
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- eval_companyCity_exact_f1: 0.0017 |
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- eval_hotelPhoneNumber_strict_precision: 0.0 |
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- eval_hotelPhoneNumber_strict_recall: 0.0 |
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- eval_hotelPhoneNumber_strict_f1: 0 |
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- eval_hotelPhoneNumber_ent_type_precision: 0.0 |
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- eval_hotelPhoneNumber_ent_type_recall: 0.0 |
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- eval_hotelPhoneNumber_ent_type_f1: 0 |
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- eval_hotelPhoneNumber_partial_precision: 0.0006 |
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- eval_hotelPhoneNumber_partial_recall: 0.0047 |
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- eval_hotelPhoneNumber_partial_f1: 0.0011 |
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- eval_hotelPhoneNumber_exact_precision: 0.0004 |
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- eval_hotelPhoneNumber_exact_recall: 0.0031 |
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- eval_hotelPhoneNumber_exact_f1: 0.0007 |
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- eval_hotelTaxCode_strict_precision: 0.0 |
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- eval_hotelTaxCode_strict_recall: 0.0 |
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- eval_hotelTaxCode_strict_f1: 0 |
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- eval_hotelTaxCode_ent_type_precision: 0.0 |
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- eval_hotelTaxCode_ent_type_recall: 0.0 |
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- eval_hotelTaxCode_ent_type_f1: 0 |
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- eval_hotelTaxCode_partial_precision: 0.0007 |
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- eval_hotelTaxCode_partial_recall: 0.0019 |
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- eval_hotelTaxCode_partial_f1: 0.0010 |
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- eval_hotelTaxCode_exact_precision: 0.0007 |
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- eval_hotelTaxCode_exact_recall: 0.0019 |
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- eval_hotelTaxCode_exact_f1: 0.0010 |
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- eval_travellerName_strict_precision: 0.0 |
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- eval_travellerName_strict_recall: 0.0 |
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- eval_travellerName_strict_f1: 0 |
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- eval_travellerName_ent_type_precision: 0.0 |
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- eval_travellerName_ent_type_recall: 0.0 |
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- eval_travellerName_ent_type_f1: 0 |
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- eval_travellerName_partial_precision: 0.0010 |
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- eval_travellerName_partial_recall: 0.0157 |
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- eval_travellerName_partial_f1: 0.0019 |
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- eval_travellerName_exact_precision: 0.0010 |
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- eval_travellerName_exact_recall: 0.0157 |
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- eval_travellerName_exact_f1: 0.0019 |
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- eval_hotelCity_strict_precision: 0.0 |
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- eval_hotelCity_strict_recall: 0.0 |
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- eval_hotelCity_strict_f1: 0 |
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- eval_hotelCity_ent_type_precision: 0.0001 |
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- eval_hotelCity_ent_type_recall: 0.0002 |
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- eval_hotelCity_ent_type_f1: 0.0001 |
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- eval_hotelCity_partial_precision: 0.0044 |
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- eval_hotelCity_partial_recall: 0.0140 |
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- eval_hotelCity_partial_f1: 0.0067 |
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- eval_hotelCity_exact_precision: 0.0035 |
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- eval_hotelCity_exact_recall: 0.0111 |
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- eval_hotelCity_exact_f1: 0.0053 |
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- eval_checkIn_strict_precision: 0.0 |
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- eval_checkIn_strict_recall: 0.0 |
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- eval_checkIn_strict_f1: 0 |
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- eval_checkIn_ent_type_precision: 0.0 |
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- eval_checkIn_ent_type_recall: 0.0 |
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- eval_checkIn_ent_type_f1: 0 |
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- eval_checkIn_partial_precision: 0.0002 |
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- eval_checkIn_partial_recall: 0.0009 |
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- eval_checkIn_partial_f1: 0.0003 |
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- eval_checkIn_exact_precision: 0.0001 |
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- eval_checkIn_exact_recall: 0.0004 |
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- eval_checkIn_exact_f1: 0.0001 |
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- eval_currencyCode_strict_precision: 0.0 |
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- eval_currencyCode_strict_recall: 0.0 |
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- eval_currencyCode_strict_f1: 0 |
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- eval_currencyCode_ent_type_precision: 0.0 |
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- eval_currencyCode_ent_type_recall: 0.0 |
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- eval_currencyCode_ent_type_f1: 0 |
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- eval_currencyCode_partial_precision: 0.0001 |
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- eval_currencyCode_partial_recall: 0.0018 |
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- eval_currencyCode_partial_f1: 0.0002 |
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- eval_currencyCode_exact_precision: 0.0 |
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- eval_currencyCode_exact_recall: 0.0 |
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- eval_currencyCode_exact_f1: 0 |
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- eval_pageNumber_strict_precision: 0.0 |
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- eval_pageNumber_strict_recall: 0.0 |
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- eval_pageNumber_strict_f1: 0 |
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- eval_pageNumber_ent_type_precision: 0.0 |
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- eval_pageNumber_ent_type_recall: 0.0 |
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- eval_pageNumber_ent_type_f1: 0 |
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- eval_pageNumber_partial_precision: 0.0005 |
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- eval_pageNumber_partial_recall: 0.0070 |
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- eval_pageNumber_partial_f1: 0.0009 |
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- eval_pageNumber_exact_precision: 0.0005 |
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- eval_pageNumber_exact_recall: 0.0070 |
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- eval_pageNumber_exact_f1: 0.0009 |
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- eval_hotelZipCode_strict_precision: 0.0 |
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- eval_hotelZipCode_strict_recall: 0.0 |
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- eval_hotelZipCode_strict_f1: 0 |
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- eval_hotelZipCode_ent_type_precision: 0.0 |
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- eval_hotelZipCode_ent_type_recall: 0.0 |
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- eval_hotelZipCode_ent_type_f1: 0 |
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- eval_hotelZipCode_partial_precision: 0.0008 |
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- eval_hotelZipCode_partial_recall: 0.0039 |
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- eval_hotelZipCode_partial_f1: 0.0013 |
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- eval_hotelZipCode_exact_precision: 0.0006 |
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- eval_hotelZipCode_exact_recall: 0.0031 |
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- eval_hotelZipCode_exact_f1: 0.0010 |
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- eval_taxAmount_strict_precision: 0.0 |
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- eval_taxAmount_strict_recall: 0.0 |
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- eval_taxAmount_strict_f1: 0 |
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- eval_taxAmount_ent_type_precision: 0.0008 |
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- eval_taxAmount_ent_type_recall: 0.0004 |
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- eval_taxAmount_ent_type_f1: 0.0005 |
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- eval_taxAmount_partial_precision: 0.0723 |
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- eval_taxAmount_partial_recall: 0.0353 |
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- eval_taxAmount_partial_f1: 0.0474 |
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- eval_taxAmount_exact_precision: 0.0608 |
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- eval_taxAmount_exact_recall: 0.0296 |
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- eval_taxAmount_exact_f1: 0.0399 |
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- eval_runtime: 24.6705 |
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- eval_samples_per_second: 40.413 |
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- eval_steps_per_second: 1.297 |
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- step: 0 |
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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: 2e-05 |
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- train_batch_size: 32 |
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- eval_batch_size: 32 |
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- seed: 42 |
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- gradient_accumulation_steps: 16 |
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- total_train_batch_size: 512 |
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments |
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- lr_scheduler_type: linear |
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- lr_scheduler_warmup_ratio: 0.5 |
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- num_epochs: 8 |
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### Framework versions |
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- Transformers 4.48.0.dev0 |
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- Pytorch 2.3.1 |
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- Datasets 3.2.0 |
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- Tokenizers 0.21.0 |
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