Commit
•
3e4c713
1
Parent(s):
280cb86
Model save
Browse files- all_results.json +72 -0
- eval_results.json +67 -0
- pytorch_model.bin +1 -1
- train_results.json +8 -0
- trainer_state.json +1471 -0
all_results.json
ADDED
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{
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"epoch": 5.0,
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| 3 |
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"eval_ACCOUNTNAME_f1": 0.9923793395427604,
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"eval_ACCOUNTNUMBER_f1": 0.9878472222222222,
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| 5 |
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"eval_AGE_f1": 0.9282700421940928,
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"eval_AMOUNT_f1": 0.9224489795918367,
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| 7 |
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"eval_BIC_f1": 0.901840490797546,
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| 8 |
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"eval_BITCOINADDRESS_f1": 0.8930425752855659,
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| 9 |
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"eval_BUILDINGNUMBER_f1": 0.894398530762167,
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| 10 |
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"eval_CITY_f1": 0.9542961608775138,
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| 11 |
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"eval_COMPANYNAME_f1": 0.9847405900305187,
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| 12 |
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"eval_COUNTY_f1": 0.9806807727690892,
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| 13 |
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"eval_CREDITCARDCVV_f1": 0.9190938511326862,
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| 14 |
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"eval_CREDITCARDISSUER_f1": 0.9831144465290806,
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"eval_CREDITCARDNUMBER_f1": 0.9028571428571429,
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"eval_CURRENCYCODE_f1": 0.858974358974359,
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"eval_CURRENCYNAME_f1": 0.4624624624624625,
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"eval_CURRENCYSYMBOL_f1": 0.9502868068833652,
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"eval_CURRENCY_f1": 0.7268041237113402,
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"eval_DATE_f1": 0.8227320125130344,
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"eval_DOB_f1": 0.6514522821576764,
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| 22 |
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"eval_EMAIL_f1": 0.9883792048929665,
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| 23 |
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"eval_ETHEREUMADDRESS_f1": 0.9889807162534435,
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| 24 |
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"eval_EYECOLOR_f1": 0.9273743016759777,
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| 25 |
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"eval_FIRSTNAME_f1": 0.9726185885075203,
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| 26 |
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"eval_GENDER_f1": 0.9790794979079498,
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| 27 |
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"eval_HEIGHT_f1": 0.9813664596273292,
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| 28 |
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"eval_IBAN_f1": 0.9861982434127979,
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| 29 |
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"eval_IPV4_f1": 0.8063241106719367,
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"eval_IPV6_f1": 0.7957931638913234,
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"eval_IP_f1": 0.19642857142857142,
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| 32 |
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"eval_JOBAREA_f1": 0.9265070189925682,
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"eval_JOBTITLE_f1": 0.9964601769911505,
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| 34 |
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"eval_JOBTYPE_f1": 0.9482001755926253,
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"eval_LASTNAME_f1": 0.946916890080429,
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"eval_LITECOINADDRESS_f1": 0.7766990291262136,
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| 37 |
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"eval_MAC_f1": 0.9891540130151845,
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| 38 |
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"eval_MASKEDNUMBER_f1": 0.8689320388349514,
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| 39 |
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"eval_MIDDLENAME_f1": 0.9627705627705627,
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"eval_NEARBYGPSCOORDINATE_f1": 0.9955156950672646,
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| 41 |
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"eval_ORDINALDIRECTION_f1": 0.978448275862069,
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| 42 |
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"eval_PASSWORD_f1": 0.9503161698283649,
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| 43 |
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"eval_PHONEIMEI_f1": 0.9944289693593316,
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"eval_PHONENUMBER_f1": 0.9798941798941798,
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"eval_PIN_f1": 0.9085365853658537,
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"eval_PREFIX_f1": 0.9462665736217726,
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| 47 |
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"eval_SECONDARYADDRESS_f1": 0.9902491874322861,
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| 48 |
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"eval_SEX_f1": 0.9751737835153923,
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| 49 |
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"eval_SSN_f1": 0.9758576874205844,
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| 50 |
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"eval_STATE_f1": 0.9764705882352941,
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| 51 |
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"eval_STREET_f1": 0.965085049239033,
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"eval_TIME_f1": 0.9740034662045061,
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| 53 |
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"eval_URL_f1": 0.988906497622821,
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"eval_USERAGENT_f1": 0.9777777777777777,
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| 55 |
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"eval_USERNAME_f1": 0.9885245901639345,
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| 56 |
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"eval_VEHICLEVIN_f1": 0.9620991253644315,
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| 57 |
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"eval_VEHICLEVRM_f1": 0.983957219251337,
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| 58 |
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"eval_ZIPCODE_f1": 0.8822857142857142,
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"eval_loss": 0.09346255660057068,
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| 60 |
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"eval_overall_accuracy": 0.9662408645989103,
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| 61 |
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"eval_overall_f1": 0.9274435338796723,
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| 62 |
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"eval_overall_precision": 0.9169301523426272,
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| 63 |
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"eval_overall_recall": 0.9382008014411235,
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| 64 |
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"eval_runtime": 57.5742,
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| 65 |
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"eval_samples_per_second": 151.109,
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| 66 |
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"eval_steps_per_second": 75.555,
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| 67 |
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"total_flos": 2605121925804648.0,
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| 68 |
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"train_loss": 0.13818572199280227,
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| 69 |
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"train_runtime": 2990.1877,
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"train_samples_per_second": 58.184,
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"train_steps_per_second": 29.092
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}
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eval_results.json
ADDED
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{
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"epoch": 5.0,
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"eval_ACCOUNTNAME_f1": 0.9923793395427604,
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| 4 |
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"eval_ACCOUNTNUMBER_f1": 0.9878472222222222,
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| 5 |
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"eval_AGE_f1": 0.9282700421940928,
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| 6 |
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"eval_AMOUNT_f1": 0.9224489795918367,
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| 7 |
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"eval_BIC_f1": 0.901840490797546,
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| 8 |
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"eval_BITCOINADDRESS_f1": 0.8930425752855659,
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| 9 |
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"eval_BUILDINGNUMBER_f1": 0.894398530762167,
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| 10 |
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"eval_CITY_f1": 0.9542961608775138,
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| 11 |
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"eval_COMPANYNAME_f1": 0.9847405900305187,
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| 12 |
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"eval_COUNTY_f1": 0.9806807727690892,
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| 13 |
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"eval_CREDITCARDCVV_f1": 0.9190938511326862,
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| 14 |
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"eval_CREDITCARDISSUER_f1": 0.9831144465290806,
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| 15 |
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"eval_CREDITCARDNUMBER_f1": 0.9028571428571429,
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| 16 |
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"eval_CURRENCYCODE_f1": 0.858974358974359,
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| 17 |
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"eval_CURRENCYNAME_f1": 0.4624624624624625,
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| 18 |
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"eval_CURRENCYSYMBOL_f1": 0.9502868068833652,
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| 19 |
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"eval_CURRENCY_f1": 0.7268041237113402,
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| 20 |
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"eval_DATE_f1": 0.8227320125130344,
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| 21 |
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"eval_DOB_f1": 0.6514522821576764,
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| 22 |
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"eval_EMAIL_f1": 0.9883792048929665,
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| 23 |
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"eval_ETHEREUMADDRESS_f1": 0.9889807162534435,
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| 24 |
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"eval_EYECOLOR_f1": 0.9273743016759777,
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| 25 |
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"eval_FIRSTNAME_f1": 0.9726185885075203,
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| 26 |
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"eval_GENDER_f1": 0.9790794979079498,
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| 27 |
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"eval_HEIGHT_f1": 0.9813664596273292,
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| 28 |
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"eval_IBAN_f1": 0.9861982434127979,
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| 29 |
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"eval_IPV4_f1": 0.8063241106719367,
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| 30 |
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"eval_IPV6_f1": 0.7957931638913234,
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| 31 |
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"eval_IP_f1": 0.19642857142857142,
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| 32 |
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"eval_JOBAREA_f1": 0.9265070189925682,
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| 33 |
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"eval_JOBTITLE_f1": 0.9964601769911505,
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| 34 |
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"eval_JOBTYPE_f1": 0.9482001755926253,
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| 35 |
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"eval_LASTNAME_f1": 0.946916890080429,
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| 36 |
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"eval_LITECOINADDRESS_f1": 0.7766990291262136,
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| 37 |
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"eval_MAC_f1": 0.9891540130151845,
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| 38 |
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"eval_MASKEDNUMBER_f1": 0.8689320388349514,
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| 39 |
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"eval_MIDDLENAME_f1": 0.9627705627705627,
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| 40 |
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"eval_NEARBYGPSCOORDINATE_f1": 0.9955156950672646,
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| 41 |
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"eval_ORDINALDIRECTION_f1": 0.978448275862069,
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| 42 |
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"eval_PASSWORD_f1": 0.9503161698283649,
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| 43 |
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"eval_PHONEIMEI_f1": 0.9944289693593316,
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| 44 |
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"eval_PHONENUMBER_f1": 0.9798941798941798,
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| 45 |
+
"eval_PIN_f1": 0.9085365853658537,
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| 46 |
+
"eval_PREFIX_f1": 0.9462665736217726,
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| 47 |
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"eval_SECONDARYADDRESS_f1": 0.9902491874322861,
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| 48 |
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"eval_SEX_f1": 0.9751737835153923,
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| 49 |
+
"eval_SSN_f1": 0.9758576874205844,
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| 50 |
+
"eval_STATE_f1": 0.9764705882352941,
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| 51 |
+
"eval_STREET_f1": 0.965085049239033,
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| 52 |
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"eval_TIME_f1": 0.9740034662045061,
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| 53 |
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"eval_URL_f1": 0.988906497622821,
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| 54 |
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"eval_USERAGENT_f1": 0.9777777777777777,
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| 55 |
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"eval_USERNAME_f1": 0.9885245901639345,
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| 56 |
+
"eval_VEHICLEVIN_f1": 0.9620991253644315,
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| 57 |
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"eval_VEHICLEVRM_f1": 0.983957219251337,
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| 58 |
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"eval_ZIPCODE_f1": 0.8822857142857142,
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| 59 |
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"eval_loss": 0.09346255660057068,
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| 60 |
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"eval_overall_accuracy": 0.9662408645989103,
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| 61 |
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"eval_overall_f1": 0.9274435338796723,
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| 62 |
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"eval_overall_precision": 0.9169301523426272,
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| 63 |
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"eval_overall_recall": 0.9382008014411235,
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| 64 |
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"eval_runtime": 57.5742,
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| 65 |
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"eval_samples_per_second": 151.109,
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| 66 |
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"eval_steps_per_second": 75.555
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}
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pytorch_model.bin
CHANGED
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 265827813
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:a6947f9b20cf4959f15d7b886169c632e3029a64976ef4235d1c69e3798e4514
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size 265827813
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train_results.json
ADDED
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{
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"epoch": 5.0,
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"total_flos": 2605121925804648.0,
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"train_loss": 0.13818572199280227,
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| 5 |
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"train_runtime": 2990.1877,
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| 6 |
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"train_samples_per_second": 58.184,
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"train_steps_per_second": 29.092
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}
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trainer_state.json
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