Commit
•
153ffa2
1
Parent(s):
19fa52e
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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"eval_ACCOUNTNAME_f1": 0.9932203389830507,
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"eval_ACCOUNTNUMBER_f1": 0.9939393939393939,
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"eval_AGE_f1": 0.9002079002079002,
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"eval_AMOUNT_f1": 0.8985270049099836,
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| 7 |
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"eval_BIC_f1": 0.8820224719101125,
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| 8 |
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"eval_BITCOINADDRESS_f1": 0.9592039800995025,
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| 9 |
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"eval_BUILDINGNUMBER_f1": 0.8566176470588234,
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| 10 |
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"eval_CITY_f1": 0.8694063926940641,
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"eval_COMPANYNAME_f1": 0.9675456389452333,
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| 12 |
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"eval_COUNTY_f1": 0.9726775956284153,
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| 13 |
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"eval_CREDITCARDCVV_f1": 0.9066666666666667,
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| 14 |
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"eval_CREDITCARDISSUER_f1": 0.9775280898876404,
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| 15 |
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"eval_CREDITCARDNUMBER_f1": 0.8986866791744841,
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| 16 |
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"eval_CURRENCYCODE_f1": 0.7228915662650602,
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"eval_CURRENCYNAME_f1": 0.23293172690763048,
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"eval_CURRENCYSYMBOL_f1": 0.9476744186046512,
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"eval_CURRENCY_f1": 0.7435897435897435,
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"eval_DATE_f1": 0.836836836836837,
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| 21 |
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"eval_DOB_f1": 0.6093023255813954,
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| 22 |
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"eval_EMAIL_f1": 0.992,
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| 23 |
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"eval_ETHEREUMADDRESS_f1": 0.9930843706777317,
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"eval_EYECOLOR_f1": 0.9464788732394367,
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"eval_FIRSTNAME_f1": 0.9243503368623676,
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"eval_GENDER_f1": 0.9758149316508938,
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"eval_HEIGHT_f1": 0.9780564263322885,
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| 28 |
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"eval_IBAN_f1": 0.9862327909887358,
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| 29 |
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"eval_IPV4_f1": 0.834980988593156,
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"eval_IPV6_f1": 0.8062554300608166,
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"eval_IP_f1": 0.057522123893805316,
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| 32 |
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"eval_JOBAREA_f1": 0.8548123980424143,
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"eval_JOBTITLE_f1": 0.9789473684210526,
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"eval_JOBTYPE_f1": 0.9298245614035088,
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"eval_LASTNAME_f1": 0.9075360769641903,
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"eval_LITECOINADDRESS_f1": 0.8739002932551319,
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"eval_MAC_f1": 0.9849462365591397,
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| 38 |
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"eval_MASKEDNUMBER_f1": 0.850432632880099,
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"eval_MIDDLENAME_f1": 0.9595176571920757,
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"eval_NEARBYGPSCOORDINATE_f1": 0.9955156950672646,
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| 41 |
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"eval_ORDINALDIRECTION_f1": 0.9722814498933902,
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| 42 |
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"eval_PASSWORD_f1": 0.9468690702087288,
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| 43 |
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"eval_PHONEIMEI_f1": 0.9944289693593316,
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"eval_PHONENUMBER_f1": 0.9828326180257512,
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"eval_PIN_f1": 0.8348348348348348,
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"eval_PREFIX_f1": 0.93619879113499,
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"eval_SECONDARYADDRESS_f1": 0.990185387131952,
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| 48 |
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"eval_SEX_f1": 0.9721669980119284,
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| 49 |
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"eval_SSN_f1": 0.9772151898734177,
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| 50 |
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"eval_STATE_f1": 0.9461538461538462,
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"eval_STREET_f1": 0.8983200707338639,
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| 52 |
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"eval_TIME_f1": 0.9664660361134996,
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| 53 |
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"eval_URL_f1": 0.994440031771247,
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"eval_USERAGENT_f1": 0.9858823529411764,
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| 55 |
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"eval_USERNAME_f1": 0.9384741591468415,
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| 56 |
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"eval_VEHICLEVIN_f1": 0.9766081871345028,
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| 57 |
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"eval_VEHICLEVRM_f1": 0.9198966408268733,
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| 58 |
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"eval_ZIPCODE_f1": 0.8565072302558399,
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"eval_loss": 0.10630349814891815,
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"eval_overall_accuracy": 0.9650753027360944,
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"eval_overall_f1": 0.9124017356257148,
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"eval_overall_precision": 0.9012912482065997,
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"eval_overall_recall": 0.923789566560053,
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"eval_runtime": 1222.995,
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| 65 |
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"eval_samples_per_second": 7.114,
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| 66 |
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"eval_steps_per_second": 3.557,
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| 67 |
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"total_flos": 5204931714867816.0,
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| 68 |
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"train_loss": 0.2504775419716507,
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| 69 |
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"train_runtime": 119486.533,
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"train_samples_per_second": 1.456,
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"train_steps_per_second": 0.728
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}
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eval_results.json
ADDED
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@@ -0,0 +1,67 @@
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{
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"epoch": 5.0,
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"eval_ACCOUNTNAME_f1": 0.9932203389830507,
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"eval_ACCOUNTNUMBER_f1": 0.9939393939393939,
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"eval_AGE_f1": 0.9002079002079002,
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"eval_AMOUNT_f1": 0.8985270049099836,
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| 7 |
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"eval_BIC_f1": 0.8820224719101125,
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| 8 |
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"eval_BITCOINADDRESS_f1": 0.9592039800995025,
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| 9 |
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"eval_BUILDINGNUMBER_f1": 0.8566176470588234,
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| 10 |
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"eval_CITY_f1": 0.8694063926940641,
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| 11 |
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"eval_COMPANYNAME_f1": 0.9675456389452333,
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| 12 |
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"eval_COUNTY_f1": 0.9726775956284153,
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| 13 |
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"eval_CREDITCARDCVV_f1": 0.9066666666666667,
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| 14 |
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"eval_CREDITCARDISSUER_f1": 0.9775280898876404,
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| 15 |
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"eval_CREDITCARDNUMBER_f1": 0.8986866791744841,
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| 16 |
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"eval_CURRENCYCODE_f1": 0.7228915662650602,
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| 17 |
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"eval_CURRENCYNAME_f1": 0.23293172690763048,
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| 18 |
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"eval_CURRENCYSYMBOL_f1": 0.9476744186046512,
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| 19 |
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"eval_CURRENCY_f1": 0.7435897435897435,
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| 20 |
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"eval_DATE_f1": 0.836836836836837,
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| 21 |
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"eval_DOB_f1": 0.6093023255813954,
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| 22 |
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"eval_EMAIL_f1": 0.992,
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| 23 |
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"eval_ETHEREUMADDRESS_f1": 0.9930843706777317,
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| 24 |
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"eval_EYECOLOR_f1": 0.9464788732394367,
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| 25 |
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"eval_FIRSTNAME_f1": 0.9243503368623676,
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| 26 |
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"eval_GENDER_f1": 0.9758149316508938,
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| 27 |
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"eval_HEIGHT_f1": 0.9780564263322885,
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| 28 |
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"eval_IBAN_f1": 0.9862327909887358,
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| 29 |
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"eval_IPV4_f1": 0.834980988593156,
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| 30 |
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"eval_IPV6_f1": 0.8062554300608166,
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| 31 |
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"eval_IP_f1": 0.057522123893805316,
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| 32 |
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"eval_JOBAREA_f1": 0.8548123980424143,
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| 33 |
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"eval_JOBTITLE_f1": 0.9789473684210526,
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| 34 |
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"eval_JOBTYPE_f1": 0.9298245614035088,
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| 35 |
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"eval_LASTNAME_f1": 0.9075360769641903,
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| 36 |
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"eval_LITECOINADDRESS_f1": 0.8739002932551319,
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| 37 |
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"eval_MAC_f1": 0.9849462365591397,
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| 38 |
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"eval_MASKEDNUMBER_f1": 0.850432632880099,
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| 39 |
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"eval_MIDDLENAME_f1": 0.9595176571920757,
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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": 0.9722814498933902,
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| 42 |
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"eval_PASSWORD_f1": 0.9468690702087288,
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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": 0.9828326180257512,
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| 45 |
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"eval_PIN_f1": 0.8348348348348348,
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| 46 |
+
"eval_PREFIX_f1": 0.93619879113499,
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| 47 |
+
"eval_SECONDARYADDRESS_f1": 0.990185387131952,
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| 48 |
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"eval_SEX_f1": 0.9721669980119284,
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| 49 |
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"eval_SSN_f1": 0.9772151898734177,
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| 50 |
+
"eval_STATE_f1": 0.9461538461538462,
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| 51 |
+
"eval_STREET_f1": 0.8983200707338639,
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| 52 |
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"eval_TIME_f1": 0.9664660361134996,
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| 53 |
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"eval_URL_f1": 0.994440031771247,
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| 54 |
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"eval_USERAGENT_f1": 0.9858823529411764,
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| 55 |
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"eval_USERNAME_f1": 0.9384741591468415,
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| 56 |
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"eval_VEHICLEVIN_f1": 0.9766081871345028,
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| 57 |
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"eval_VEHICLEVRM_f1": 0.9198966408268733,
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| 58 |
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"eval_ZIPCODE_f1": 0.8565072302558399,
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| 59 |
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"eval_loss": 0.10630349814891815,
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| 60 |
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"eval_overall_accuracy": 0.9650753027360944,
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| 61 |
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"eval_overall_f1": 0.9124017356257148,
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| 62 |
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"eval_overall_precision": 0.9012912482065997,
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| 63 |
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"eval_overall_recall": 0.923789566560053,
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| 64 |
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"eval_runtime": 1222.995,
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| 65 |
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"eval_samples_per_second": 7.114,
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"eval_steps_per_second": 3.557
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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 1110223661
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:d3558f201a26d060231d1ca57b46609820cd7736d42af3780054796ed893f947
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size 1110223661
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train_results.json
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{
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"epoch": 5.0,
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"total_flos": 5204931714867816.0,
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"train_loss": 0.2504775419716507,
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"train_runtime": 119486.533,
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"train_samples_per_second": 1.456,
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"train_steps_per_second": 0.728
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}
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trainer_state.json
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