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xlm-roberta-base_ai4privacy_en

Token Classification
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PyTorch
xlm-roberta
Generated from Trainer
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xlm-roberta-base_ai4privacy_en
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{
    "epoch": 5.0,
    "eval_ACCOUNTNAME_f1": 0.9932203389830507,
    "eval_ACCOUNTNUMBER_f1": 0.9939393939393939,
    "eval_AGE_f1": 0.9002079002079002,
    "eval_AMOUNT_f1": 0.8985270049099836,
    "eval_BIC_f1": 0.8820224719101125,
    "eval_BITCOINADDRESS_f1": 0.9592039800995025,
    "eval_BUILDINGNUMBER_f1": 0.8566176470588234,
    "eval_CITY_f1": 0.8694063926940641,
    "eval_COMPANYNAME_f1": 0.9675456389452333,
    "eval_COUNTY_f1": 0.9726775956284153,
    "eval_CREDITCARDCVV_f1": 0.9066666666666667,
    "eval_CREDITCARDISSUER_f1": 0.9775280898876404,
    "eval_CREDITCARDNUMBER_f1": 0.8986866791744841,
    "eval_CURRENCYCODE_f1": 0.7228915662650602,
    "eval_CURRENCYNAME_f1": 0.23293172690763048,
    "eval_CURRENCYSYMBOL_f1": 0.9476744186046512,
    "eval_CURRENCY_f1": 0.7435897435897435,
    "eval_DATE_f1": 0.836836836836837,
    "eval_DOB_f1": 0.6093023255813954,
    "eval_EMAIL_f1": 0.992,
    "eval_ETHEREUMADDRESS_f1": 0.9930843706777317,
    "eval_EYECOLOR_f1": 0.9464788732394367,
    "eval_FIRSTNAME_f1": 0.9243503368623676,
    "eval_GENDER_f1": 0.9758149316508938,
    "eval_HEIGHT_f1": 0.9780564263322885,
    "eval_IBAN_f1": 0.9862327909887358,
    "eval_IPV4_f1": 0.834980988593156,
    "eval_IPV6_f1": 0.8062554300608166,
    "eval_IP_f1": 0.057522123893805316,
    "eval_JOBAREA_f1": 0.8548123980424143,
    "eval_JOBTITLE_f1": 0.9789473684210526,
    "eval_JOBTYPE_f1": 0.9298245614035088,
    "eval_LASTNAME_f1": 0.9075360769641903,
    "eval_LITECOINADDRESS_f1": 0.8739002932551319,
    "eval_MAC_f1": 0.9849462365591397,
    "eval_MASKEDNUMBER_f1": 0.850432632880099,
    "eval_MIDDLENAME_f1": 0.9595176571920757,
    "eval_NEARBYGPSCOORDINATE_f1": 0.9955156950672646,
    "eval_ORDINALDIRECTION_f1": 0.9722814498933902,
    "eval_PASSWORD_f1": 0.9468690702087288,
    "eval_PHONEIMEI_f1": 0.9944289693593316,
    "eval_PHONENUMBER_f1": 0.9828326180257512,
    "eval_PIN_f1": 0.8348348348348348,
    "eval_PREFIX_f1": 0.93619879113499,
    "eval_SECONDARYADDRESS_f1": 0.990185387131952,
    "eval_SEX_f1": 0.9721669980119284,
    "eval_SSN_f1": 0.9772151898734177,
    "eval_STATE_f1": 0.9461538461538462,
    "eval_STREET_f1": 0.8983200707338639,
    "eval_TIME_f1": 0.9664660361134996,
    "eval_URL_f1": 0.994440031771247,
    "eval_USERAGENT_f1": 0.9858823529411764,
    "eval_USERNAME_f1": 0.9384741591468415,
    "eval_VEHICLEVIN_f1": 0.9766081871345028,
    "eval_VEHICLEVRM_f1": 0.9198966408268733,
    "eval_ZIPCODE_f1": 0.8565072302558399,
    "eval_loss": 0.10630349814891815,
    "eval_overall_accuracy": 0.9650753027360944,
    "eval_overall_f1": 0.9124017356257148,
    "eval_overall_precision": 0.9012912482065997,
    "eval_overall_recall": 0.923789566560053,
    "eval_runtime": 1222.995,
    "eval_samples_per_second": 7.114,
    "eval_steps_per_second": 3.557,
    "total_flos": 5204931714867816.0,
    "train_loss": 0.2504775419716507,
    "train_runtime": 119486.533,
    "train_samples_per_second": 1.456,
    "train_steps_per_second": 0.728
}