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deberta-v3-base_ai4privacy_en

Token Classification
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PyTorch
deberta-v2
Generated from Trainer
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deberta-v3-base_ai4privacy_en
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{
    "epoch": 5.0,
    "eval_ACCOUNTNAME_f1": 0.9898477157360406,
    "eval_ACCOUNTNUMBER_f1": 0.9939393939393939,
    "eval_AGE_f1": 0.8396946564885497,
    "eval_AMOUNT_f1": 0.9169381107491856,
    "eval_BIC_f1": 0.9011627906976744,
    "eval_BITCOINADDRESS_f1": 0.9582504970178928,
    "eval_BUILDINGNUMBER_f1": 0.8108632395732298,
    "eval_CITY_f1": 0.8010899182561309,
    "eval_COMPANYNAME_f1": 0.9436619718309859,
    "eval_COUNTY_f1": 0.875219683655536,
    "eval_CREDITCARDCVV_f1": 0.8634920634920634,
    "eval_CREDITCARDISSUER_f1": 0.9737827715355806,
    "eval_CREDITCARDNUMBER_f1": 0.8771266540642721,
    "eval_CURRENCYCODE_f1": 0.5565749235474006,
    "eval_CURRENCYNAME_f1": 0.2214022140221402,
    "eval_CURRENCYSYMBOL_f1": 0.8640308582449373,
    "eval_CURRENCY_f1": 0.6542491268917345,
    "eval_DATE_f1": 0.8364532019704435,
    "eval_DOB_f1": 0.5696361355081556,
    "eval_EMAIL_f1": 0.9913686806411837,
    "eval_ETHEREUMADDRESS_f1": 0.9903181189488243,
    "eval_EYECOLOR_f1": 0.907608695652174,
    "eval_FIRSTNAME_f1": 0.8759040730871717,
    "eval_GENDER_f1": 0.9323621227887617,
    "eval_HEIGHT_f1": 0.9046153846153847,
    "eval_IBAN_f1": 0.9899244332493703,
    "eval_IPV4_f1": 0.8118195956454121,
    "eval_IPV6_f1": 0.8090671316477768,
    "eval_IP_f1": 0.11372549019607843,
    "eval_JOBAREA_f1": 0.789514263685428,
    "eval_JOBTITLE_f1": 0.9805996472663139,
    "eval_JOBTYPE_f1": 0.9055649241146712,
    "eval_LASTNAME_f1": 0.8178879310344828,
    "eval_LITECOINADDRESS_f1": 0.8739002932551319,
    "eval_MAC_f1": 1.0,
    "eval_MASKEDNUMBER_f1": 0.8319226118500604,
    "eval_MIDDLENAME_f1": 0.8419213973799127,
    "eval_NEARBYGPSCOORDINATE_f1": 1.0,
    "eval_ORDINALDIRECTION_f1": 0.9681528662420382,
    "eval_PASSWORD_f1": 0.9595484477892756,
    "eval_PHONEIMEI_f1": 0.9930264993026499,
    "eval_PHONENUMBER_f1": 0.98068669527897,
    "eval_PIN_f1": 0.7867867867867867,
    "eval_PREFIX_f1": 0.9354624085163007,
    "eval_SECONDARYADDRESS_f1": 0.9967284623773174,
    "eval_SEX_f1": 0.9692154915590864,
    "eval_SSN_f1": 0.9897959183673469,
    "eval_STATE_f1": 0.7407407407407408,
    "eval_STREET_f1": 0.7823008849557522,
    "eval_TIME_f1": 0.9499575911789652,
    "eval_URL_f1": 0.9936406995230525,
    "eval_USERAGENT_f1": 0.9976415094339622,
    "eval_USERNAME_f1": 0.9331131296449217,
    "eval_VEHICLEVIN_f1": 0.9712643678160919,
    "eval_VEHICLEVRM_f1": 0.9493333333333334,
    "eval_ZIPCODE_f1": 0.8634361233480177,
    "eval_loss": 0.10552353411912918,
    "eval_overall_accuracy": 0.9609040792185279,
    "eval_overall_f1": 0.8814179158519806,
    "eval_overall_precision": 0.8683074728018548,
    "eval_overall_recall": 0.8949303334436234,
    "eval_runtime": 577.0147,
    "eval_samples_per_second": 15.078,
    "eval_steps_per_second": 0.943
}