Hugging Face's logo

Isotonic
/
deberta-v3-base_finetuned_ai4privacy_v2

Token Classification
Transformers
ONNX
Safetensors
English
deberta-v2
Generated from Trainer
Inference Endpoints
Model card Files Community
3
deberta-v3-base_finetuned_ai4privacy_v2
File size: 2,606 Bytes 
4042be2
c8af990
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
eafa78e
4042be2
c8af990
 
 
c91c5ce
c8af990
 
 
 
 
 
 
 
 
 
 
 
4042be2
c8af990
eafa78e
c8af990
 
 
 
 
 
 
 
 
 
4042be2
c8af990
 
 
 
 
 
 
 
 
 
 
 
 
 
4042be2
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
 
{
    "epoch": 7.0,
    "eval_ACCOUNTNAME_f1": 1.0,
    "eval_ACCOUNTNUMBER_f1": 1.0,
    "eval_AGE_f1": 0.9759704251386321,
    "eval_AMOUNT_f1": 0.9896755162241888,
    "eval_BIC_f1": 0.9978213507625272,
    "eval_BITCOINADDRESS_f1": 0.9906976744186046,
    "eval_BUILDINGNUMBER_f1": 0.9906137184115523,
    "eval_CITY_f1": 0.9929988331388565,
    "eval_COMPANYNAME_f1": 0.9993853718500306,
    "eval_COUNTY_f1": 0.9939393939393938,
    "eval_CREDITCARDCVV_f1": 1.0,
    "eval_CREDITCARDISSUER_f1": 0.9891435464414957,
    "eval_CREDITCARDNUMBER_f1": 0.9589778076664425,
    "eval_CURRENCYCODE_f1": 0.9874999999999999,
    "eval_CURRENCYNAME_f1": 0.7022222222222221,
    "eval_CURRENCYSYMBOL_f1": 0.9892163910855499,
    "eval_CURRENCY_f1": 0.9052197802197802,
    "eval_DATE_f1": 0.9125964010282777,
    "eval_DOB_f1": 0.7437641723356009,
    "eval_EMAIL_f1": 1.0,
    "eval_ETHEREUMADDRESS_f1": 1.0,
    "eval_EYECOLOR_f1": 1.0,
    "eval_FIRSTNAME_f1": 0.9934411893310013,
    "eval_GENDER_f1": 0.999137187230371,
    "eval_HEIGHT_f1": 1.0,
    "eval_IBAN_f1": 1.0,
    "eval_IPV4_f1": 0.8393393393393394,
    "eval_IPV6_f1": 0.8034083992696287,
    "eval_IP_f1": 0.1550632911392405,
    "eval_JOBAREA_f1": 0.9941812136325853,
    "eval_JOBTITLE_f1": 0.9992841803865427,
    "eval_JOBTYPE_f1": 0.9927594529364441,
    "eval_LASTNAME_f1": 0.9876789876789875,
    "eval_LITECOINADDRESS_f1": 0.977035490605428,
    "eval_MAC_f1": 1.0,
    "eval_MASKEDNUMBER_f1": 0.9451162790697675,
    "eval_MIDDLENAME_f1": 0.9773175542406312,
    "eval_NEARBYGPSCOORDINATE_f1": 1.0,
    "eval_ORDINALDIRECTION_f1": 0.9923664122137404,
    "eval_PASSWORD_f1": 1.0,
    "eval_PHONEIMEI_f1": 1.0,
    "eval_PHONENUMBER_f1": 1.0,
    "eval_PIN_f1": 0.9929078014184397,
    "eval_PREFIX_f1": 0.9721608484312859,
    "eval_SECONDARYADDRESS_f1": 0.9974226804123711,
    "eval_SEX_f1": 0.9948892674616695,
    "eval_SSN_f1": 0.9969604863221885,
    "eval_STATE_f1": 0.994127068873465,
    "eval_STREET_f1": 0.9971542401821286,
    "eval_TIME_f1": 0.9967426710097721,
    "eval_URL_f1": 1.0,
    "eval_USERAGENT_f1": 1.0,
    "eval_USERNAME_f1": 0.9990521327014218,
    "eval_VEHICLEVIN_f1": 1.0,
    "eval_VEHICLEVRM_f1": 1.0,
    "eval_ZIPCODE_f1": 0.9889937106918238,
    "eval_loss": 0.06927423179149628,
    "eval_overall_accuracy": 0.972837236759815,
    "eval_overall_f1": 0.9697938644196623,
    "eval_overall_precision": 0.9664124529878814,
    "eval_overall_recall": 0.97319902159333,
    "eval_runtime": 107.6205,
    "eval_samples": 9571,
    "eval_samples_per_second": 88.933,
    "eval_steps_per_second": 22.236
}