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mdeberta-v3-base_finetuned_ai4privacy_v2

Token Classification
Transformers
ONNX
Safetensors
4 languages
deberta-v2
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1
mdeberta-v3-base_finetuned_ai4privacy_v2
File size: 3,022 Bytes 
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{
    "epoch": 5.0,
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    "eval_ACCOUNTNUMBER_f1": 0.9972830429918491,
    "eval_AGE_f1": 0.9877597495018502,
    "eval_AMOUNT_f1": 0.9494629336150731,
    "eval_BIC_f1": 0.9932432432432432,
    "eval_BITCOINADDRESS_f1": 0.9704484397602811,
    "eval_BUILDINGNUMBER_f1": 0.9647969052224371,
    "eval_CITY_f1": 0.9886777193691874,
    "eval_COMPANYNAME_f1": 0.9942127319896228,
    "eval_COUNTY_f1": 0.9940119760479041,
    "eval_CREDITCARDCVV_f1": 0.9820051413881747,
    "eval_CREDITCARDISSUER_f1": 0.9985304922850845,
    "eval_CREDITCARDNUMBER_f1": 0.9569563114621956,
    "eval_CURRENCYCODE_f1": 0.9888231426692964,
    "eval_CURRENCYNAME_f1": 0.7416481069042314,
    "eval_CURRENCYSYMBOL_f1": 0.9819277108433735,
    "eval_CURRENCY_f1": 0.875030215131738,
    "eval_DATE_f1": 0.9295426452410382,
    "eval_DOB_f1": 0.8946214803574438,
    "eval_EMAIL_f1": 0.9997544204322201,
    "eval_ETHEREUMADDRESS_f1": 0.9964887640449438,
    "eval_EYECOLOR_f1": 0.9983948635634029,
    "eval_FIRSTNAME_f1": 0.9885687441277796,
    "eval_GENDER_f1": 0.9961838996910777,
    "eval_HEIGHT_f1": 1.0,
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    "eval_IPV4_f1": 0.8883636363636362,
    "eval_IPV6_f1": 0.801504251144539,
    "eval_IP_f1": 0.6283603529653191,
    "eval_JOBAREA_f1": 0.9939879759519039,
    "eval_JOBTITLE_f1": 0.9973139516511298,
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    "eval_LASTNAME_f1": 0.9652981427174975,
    "eval_LITECOINADDRESS_f1": 0.9109286165508528,
    "eval_MAC_f1": 0.9991769547325103,
    "eval_MASKEDNUMBER_f1": 0.9523809523809523,
    "eval_MIDDLENAME_f1": 0.9347138337647397,
    "eval_NEARBYGPSCOORDINATE_f1": 1.0,
    "eval_ORDINALDIRECTION_f1": 0.9983792544570502,
    "eval_PASSWORD_f1": 0.9936447410231967,
    "eval_PHONEIMEI_f1": 0.999754962019113,
    "eval_PHONENUMBER_f1": 0.9991809991809992,
    "eval_PIN_f1": 0.9857299670691548,
    "eval_PREFIX_f1": 0.9801406702523789,
    "eval_SECONDARYADDRESS_f1": 0.9987623762376238,
    "eval_SEX_f1": 0.9978655282817502,
    "eval_SSN_f1": 0.9983125210934863,
    "eval_STATE_f1": 0.9943630214205187,
    "eval_STREET_f1": 0.9953246753246753,
    "eval_TIME_f1": 0.9974101651019748,
    "eval_URL_f1": 1.0,
    "eval_USERAGENT_f1": 1.0,
    "eval_USERNAME_f1": 0.9965706447187928,
    "eval_VEHICLEVIN_f1": 0.9935897435897436,
    "eval_VEHICLEVRM_f1": 0.9917355371900827,
    "eval_ZIPCODE_f1": 0.972695035460993,
    "eval_loss": 0.03228139132261276,
    "eval_overall_accuracy": 0.9895650632363783,
    "eval_overall_f1": 0.9683397908777152,
    "eval_overall_precision": 0.9636008509834959,
    "eval_overall_recall": 0.9731255728689275,
    "eval_runtime": 217.3287,
    "eval_samples": 41853,
    "eval_samples_per_second": 192.579,
    "eval_steps_per_second": 12.037,
    "total_flos": 5.700272409715968e+16,
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    "train_runtime": 8952.7483,
    "train_samples": 167408,
    "train_samples_per_second": 93.495,
    "train_steps_per_second": 5.843
}