bert-pii-detection / config.json
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{
"activation": "gelu",
"architectures": [
"DistilBertForTokenClassification"
],
"attention_dropout": 0.1,
"dim": 768,
"dropout": 0.1,
"hidden_dim": 3072,
"id2label": {
"0": "ACCOUNTNAME",
"1": "ACCOUNTNUMBER",
"2": "AGE",
"3": "AMOUNT",
"4": "BIC",
"5": "BITCOINADDRESS",
"6": "BUILDINGNUMBER",
"7": "CITY",
"8": "COMPANYNAME",
"9": "COUNTY",
"10": "CREDITCARDCVV",
"11": "CREDITCARDISSUER",
"12": "CREDITCARDNUMBER",
"13": "CURRENCY",
"14": "CURRENCYCODE",
"15": "CURRENCYNAME",
"16": "CURRENCYSYMBOL",
"17": "DATE",
"18": "DOB",
"19": "EMAIL",
"20": "ETHEREUMADDRESS",
"21": "EYECOLOR",
"22": "FIRSTNAME",
"23": "GENDER",
"24": "HEIGHT",
"25": "IBAN",
"26": "IP",
"27": "IPV4",
"28": "IPV6",
"29": "JOBAREA",
"30": "JOBTITLE",
"31": "JOBTYPE",
"32": "LASTNAME",
"33": "LITECOINADDRESS",
"34": "MAC",
"35": "MASKEDNUMBER",
"36": "MIDDLENAME",
"37": "NEARBYGPSCOORDINATE",
"38": "O",
"39": "ORDINALDIRECTION",
"40": "PASSWORD",
"41": "PHONEIMEI",
"42": "PHONENUMBER",
"43": "PIN",
"44": "PREFIX",
"45": "SECONDARYADDRESS",
"46": "SEX",
"47": "SSN",
"48": "STATE",
"49": "STREET",
"50": "TIME",
"51": "URL",
"52": "USERAGENT",
"53": "USERNAME",
"54": "VEHICLEVIN",
"55": "VEHICLEVRM",
"56": "ZIPCODE"
},
"initializer_range": 0.02,
"label2id": {
"ACCOUNTNAME": 0,
"ACCOUNTNUMBER": 1,
"AGE": 2,
"AMOUNT": 3,
"BIC": 4,
"BITCOINADDRESS": 5,
"BUILDINGNUMBER": 6,
"CITY": 7,
"COMPANYNAME": 8,
"COUNTY": 9,
"CREDITCARDCVV": 10,
"CREDITCARDISSUER": 11,
"CREDITCARDNUMBER": 12,
"CURRENCY": 13,
"CURRENCYCODE": 14,
"CURRENCYNAME": 15,
"CURRENCYSYMBOL": 16,
"DATE": 17,
"DOB": 18,
"EMAIL": 19,
"ETHEREUMADDRESS": 20,
"EYECOLOR": 21,
"FIRSTNAME": 22,
"GENDER": 23,
"HEIGHT": 24,
"IBAN": 25,
"IP": 26,
"IPV4": 27,
"IPV6": 28,
"JOBAREA": 29,
"JOBTITLE": 30,
"JOBTYPE": 31,
"LASTNAME": 32,
"LITECOINADDRESS": 33,
"MAC": 34,
"MASKEDNUMBER": 35,
"MIDDLENAME": 36,
"NEARBYGPSCOORDINATE": 37,
"O": 38,
"ORDINALDIRECTION": 39,
"PASSWORD": 40,
"PHONEIMEI": 41,
"PHONENUMBER": 42,
"PIN": 43,
"PREFIX": 44,
"SECONDARYADDRESS": 45,
"SEX": 46,
"SSN": 47,
"STATE": 48,
"STREET": 49,
"TIME": 50,
"URL": 51,
"USERAGENT": 52,
"USERNAME": 53,
"VEHICLEVIN": 54,
"VEHICLEVRM": 55,
"ZIPCODE": 56
},
"max_position_embeddings": 512,
"model_type": "distilbert",
"n_heads": 12,
"n_layers": 6,
"pad_token_id": 0,
"qa_dropout": 0.1,
"seq_classif_dropout": 0.2,
"sinusoidal_pos_embds": false,
"tie_weights_": true,
"torch_dtype": "float32",
"transformers_version": "4.52.4",
"vocab_size": 30522
}