dev
Model save
201f06f verified
{
"epoch": 7.0,
"eval_ACCOUNTNAME_f1": 0.9773156899810963,
"eval_ACCOUNTNUMBER_f1": 0.988277727682597,
"eval_AGE_f1": 0.8924050632911392,
"eval_AMOUNT_f1": 0.9621710526315789,
"eval_BIC_f1": 0.8699080157687255,
"eval_BITCOINADDRESS_f1": 0.9496080627099664,
"eval_BUILDINGNUMBER_f1": 0.9552669552669552,
"eval_CITY_f1": 0.9484126984126984,
"eval_COMPANYNAME_f1": 0.7801622048374363,
"eval_COUNTY_f1": 0.9545859305431879,
"eval_CREDITCARDCVV_f1": 0.830715532286213,
"eval_CREDITCARDISSUER_f1": 0.9821717990275528,
"eval_CREDITCARDNUMBER_f1": 0.8662026295436969,
"eval_CURRENCYCODE_f1": 0.781869688385269,
"eval_CURRENCYNAME_f1": 0.09433962264150943,
"eval_CURRENCYSYMBOL_f1": 0.8871151653363741,
"eval_CURRENCY_f1": 0.7572815533980582,
"eval_DATE_f1": 0.827614085519224,
"eval_DOB_f1": 0.8950953678474114,
"eval_EMAIL_f1": 0.954347374974061,
"eval_ETHEREUMADDRESS_f1": 1.0,
"eval_EYECOLOR_f1": 0.9344262295081966,
"eval_FIRSTNAME_f1": 0.8669909947210434,
"eval_GENDER_f1": 0.9632495164410058,
"eval_HEIGHT_f1": 0.9715909090909091,
"eval_IBAN_f1": 0.9468085106382979,
"eval_IPV4_f1": 0.8555956678700362,
"eval_IPV6_f1": 0.6737588652482269,
"eval_IP_f1": 0.8492765273311897,
"eval_JOBAREA_f1": 0.8987234042553192,
"eval_JOBTITLE_f1": 0.9577406720263864,
"eval_JOBTYPE_f1": 0.9303135888501741,
"eval_LASTNAME_f1": 0.8519948519948519,
"eval_LITECOINADDRESS_f1": 0.8553846153846154,
"eval_MAC_f1": 0.9928400954653939,
"eval_MASKEDNUMBER_f1": 0.8368794326241136,
"eval_MIDDLENAME_f1": 0.751346499102334,
"eval_NEARBYGPSCOORDINATE_f1": 0.9268668206312548,
"eval_ORDINALDIRECTION_f1": 0.9816513761467891,
"eval_PASSWORD_f1": 0.8791601518874247,
"eval_PHONEIMEI_f1": 0.98870765370138,
"eval_PHONENUMBER_f1": 0.9229852524951587,
"eval_PIN_f1": 0.8550458715596331,
"eval_PREFIX_f1": 0.919911829537105,
"eval_SECONDARYADDRESS_f1": 0.9740209383481969,
"eval_SEX_f1": 0.9666666666666667,
"eval_SSN_f1": 0.9150242326332795,
"eval_STATE_f1": 0.9738157105736559,
"eval_STREET_f1": 0.8667275216795984,
"eval_TIME_f1": 0.9069166746388596,
"eval_URL_f1": 0.9877704609595485,
"eval_USERAGENT_f1": 0.9942987457240592,
"eval_USERNAME_f1": 0.8805223526933811,
"eval_VEHICLEVIN_f1": 0.9619565217391305,
"eval_VEHICLEVRM_f1": 0.9820971867007673,
"eval_ZIPCODE_f1": 0.9422954977805961,
"eval_loss": 0.06456373631954193,
"eval_overall_accuracy": 0.981234141016998,
"eval_overall_f1": 0.8866585461610477,
"eval_overall_precision": 0.8691679166337728,
"eval_overall_recall": 0.9048675748423021,
"eval_runtime": 155.9857,
"eval_samples": 20771,
"eval_samples_per_second": 133.16,
"eval_steps_per_second": 2.084,
"total_flos": 6.988399697943725e+16,
"train_loss": 0.13558139392517587,
"train_runtime": 12947.3138,
"train_samples": 83078,
"train_samples_per_second": 44.916,
"train_steps_per_second": 0.702
}