Hugging Face's logo

Isotonic
/
distilbert-base-german-cased_finetuned_ai4privacy_v2

Token Classification
Transformers
ONNX
Safetensors
German
distilbert
Generated from Trainer
Inference Endpoints
Model card Files Community
1
distilbert-base-german-cased_finetuned_ai4privacy_v2
File size: 3,028 Bytes 
283e33f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
69
70
71
72
73
74
 
{
    "epoch": 5.0,
    "eval_ACCOUNTNAME_f1": 0.998468606431853,
    "eval_ACCOUNTNUMBER_f1": 0.9848714069591529,
    "eval_AGE_f1": 0.9791505791505791,
    "eval_AMOUNT_f1": 0.9386854874283194,
    "eval_BIC_f1": 0.964071856287425,
    "eval_BITCOINADDRESS_f1": 0.9637305699481865,
    "eval_BUILDINGNUMBER_f1": 0.9010676156583629,
    "eval_CITY_f1": 0.9259574468085108,
    "eval_COMPANYNAME_f1": 0.9782082324455207,
    "eval_COUNTY_f1": 0.977810650887574,
    "eval_CREDITCARDCVV_f1": 0.9542857142857143,
    "eval_CREDITCARDISSUER_f1": 1.0,
    "eval_CREDITCARDNUMBER_f1": 0.8796223446105429,
    "eval_CURRENCYCODE_f1": 0.8328267477203648,
    "eval_CURRENCYNAME_f1": 0.34657039711191334,
    "eval_CURRENCYSYMBOL_f1": 0.9420289855072463,
    "eval_CURRENCY_f1": 0.7027027027027027,
    "eval_DATE_f1": 0.8156424581005587,
    "eval_DOB_f1": 0.6575121163166397,
    "eval_EMAIL_f1": 0.9971477467199088,
    "eval_ETHEREUMADDRESS_f1": 0.9946524064171123,
    "eval_EYECOLOR_f1": 0.9833024118738404,
    "eval_FIRSTNAME_f1": 0.9613659383591375,
    "eval_GENDER_f1": 0.9881235154394298,
    "eval_HEIGHT_f1": 0.9841986455981941,
    "eval_IBAN_f1": 0.9818548387096774,
    "eval_IPV4_f1": 0.6631419939577039,
    "eval_IPV6_f1": 0.7243163340724317,
    "eval_IP_f1": 0.20231822971549,
    "eval_JOBAREA_f1": 0.9722222222222222,
    "eval_JOBTITLE_f1": 0.9903774981495189,
    "eval_JOBTYPE_f1": 0.9725058915946583,
    "eval_LASTNAME_f1": 0.9185051778478163,
    "eval_LITECOINADDRESS_f1": 0.8545454545454546,
    "eval_MAC_f1": 0.9780439121756487,
    "eval_MASKEDNUMBER_f1": 0.8365079365079364,
    "eval_MIDDLENAME_f1": 0.915574963609898,
    "eval_NEARBYGPSCOORDINATE_f1": 1.0,
    "eval_ORDINALDIRECTION_f1": 0.9853181076672104,
    "eval_PASSWORD_f1": 0.9782433521353747,
    "eval_PHONEIMEI_f1": 0.9947312961011593,
    "eval_PHONENUMBER_f1": 0.9882747068676717,
    "eval_PIN_f1": 0.918918918918919,
    "eval_PREFIX_f1": 0.9593727726300785,
    "eval_SECONDARYADDRESS_f1": 0.9831053901850363,
    "eval_SEX_f1": 0.9992790194664743,
    "eval_SSN_f1": 0.9898242368177612,
    "eval_STATE_f1": 0.973913043478261,
    "eval_STREET_f1": 0.9355281207133058,
    "eval_TIME_f1": 0.9764453961456102,
    "eval_URL_f1": 0.9983766233766234,
    "eval_USERAGENT_f1": 0.9884853852967228,
    "eval_USERNAME_f1": 0.9797898140662894,
    "eval_VEHICLEVIN_f1": 0.9614243323442138,
    "eval_VEHICLEVRM_f1": 1.0,
    "eval_ZIPCODE_f1": 0.909952606635071,
    "eval_loss": 0.08207416534423828,
    "eval_overall_accuracy": 0.9679481731535213,
    "eval_overall_f1": 0.9230016748432613,
    "eval_overall_precision": 0.9085789320105048,
    "eval_overall_recall": 0.9378896954727552,
    "eval_runtime": 89.4277,
    "eval_samples": 10564,
    "eval_samples_per_second": 118.129,
    "eval_steps_per_second": 14.772,
    "total_flos": 8429647356614820.0,
    "train_loss": 0.19417928484794272,
    "train_runtime": 3867.2299,
    "train_samples": 42253,
    "train_samples_per_second": 54.63,
    "train_steps_per_second": 6.829
}