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{
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"_name_or_path": "lakshyakh93/deberta_finetuned_pii",
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"architectures": [
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"DebertaForTokenClassification"
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|
],
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|
"attention_probs_dropout_prob": 0.1,
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|
"hidden_act": "gelu",
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|
"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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|
"id2label": {
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|
"0": "B-PREFIX",
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|
"1": "I-PREFIX",
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|
"2": "B-FIRSTNAME",
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|
"3": "I-FIRSTNAME",
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|
"4": "B-MIDDLENAME",
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|
"5": "B-LASTNAME",
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|
"6": "I-LASTNAME",
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|
"7": "O",
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|
"8": "B-JOBDESCRIPTOR",
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|
"9": "B-JOBTITLE",
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|
"10": "I-JOBTITLE",
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|
"11": "B-COMPANY_NAME",
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|
"12": "I-COMPANY_NAME",
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|
"13": "B-JOBAREA",
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|
"14": "B-EMAIL",
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|
"15": "I-EMAIL",
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|
"16": "B-TIME",
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|
"17": "I-TIME",
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|
"18": "B-DATE",
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|
"19": "I-DATE",
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|
"20": "B-URL",
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|
"21": "I-URL",
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|
"22": "B-BITCOINADDRESS",
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|
"23": "I-BITCOINADDRESS",
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|
"24": "B-ETHEREUMADDRESS",
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|
"25": "I-ETHEREUMADDRESS",
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|
"26": "B-ACCOUNTNAME",
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"27": "I-ACCOUNTNAME",
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"28": "B-IBAN",
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"29": "I-IBAN",
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|
"30": "B-ACCOUNTNUMBER",
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|
"31": "I-ACCOUNTNUMBER",
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|
"32": "B-BIC",
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|
"33": "I-BIC",
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|
"34": "B-IPV4",
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|
"35": "I-IPV4",
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|
"36": "B-STREETADDRESS",
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|
"37": "I-STREETADDRESS",
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|
"38": "B-CITY",
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|
"39": "I-CITY",
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|
"40": "B-ZIPCODE",
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|
"41": "I-ZIPCODE",
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|
"42": "B-USERNAME",
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|
"43": "I-USERNAME",
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|
"44": "B-IPV6",
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|
"45": "I-IPV6",
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|
"46": "B-CREDITCARDNUMBER",
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|
"47": "I-CREDITCARDNUMBER",
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|
"48": "B-VEHICLEVIN",
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|
"49": "I-VEHICLEVIN",
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|
"50": "B-SUFFIX",
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|
"51": "I-SUFFIX",
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|
"52": "B-AMOUNT",
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|
"53": "I-AMOUNT",
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|
"54": "B-CURRENCY",
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|
"55": "I-CURRENCY",
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|
"56": "B-PASSWORD",
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|
"57": "I-PASSWORD",
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|
"58": "B-JOBTYPE",
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|
"59": "B-STATE",
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|
"60": "B-BUILDINGNUMBER",
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|
"61": "I-BUILDINGNUMBER",
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|
"62": "B-VEHICLEVRM",
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|
"63": "I-VEHICLEVRM",
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|
"64": "B-PHONEIMEI",
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|
"65": "I-PHONEIMEI",
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|
"66": "I-JOBAREA",
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|
"67": "I-STATE",
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|
"68": "B-COUNTY",
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|
"69": "B-CURRENCYNAME",
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|
"70": "I-CURRENCYNAME",
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|
"71": "B-CURRENCYSYMBOL",
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|
"72": "B-MASKEDNUMBER",
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|
"73": "I-MASKEDNUMBER",
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|
"74": "B-PHONE_NUMBER",
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|
"75": "I-PHONE_NUMBER",
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|
"76": "B-SECONDARYADDRESS",
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|
"77": "I-SECONDARYADDRESS",
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|
"78": "B-SSN",
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|
"79": "I-SSN",
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|
"80": "B-CURRENCYCODE",
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|
"81": "B-LITECOINADDRESS",
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|
"82": "I-LITECOINADDRESS",
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|
"83": "B-MAC",
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|
"84": "I-MAC",
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|
"85": "B-CREDITCARDISSUER",
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|
"86": "I-CREDITCARDISSUER",
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|
"87": "B-CREDITCARDCVV",
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|
"88": "I-CREDITCARDCVV",
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|
"89": "B-USERAGENT",
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|
"90": "I-USERAGENT",
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|
"91": "B-IP",
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|
"92": "I-IP",
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|
"93": "B-SEX",
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|
"94": "B-STREET",
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|
"95": "I-STREET",
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|
"96": "B-PIN",
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|
"97": "I-PIN",
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|
"98": "I-JOBTYPE",
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|
"99": "I-MIDDLENAME",
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|
"100": "I-CURRENCYCODE",
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|
"101": "I-CURRENCYSYMBOL",
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|
"102": "B-FULLNAME",
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|
"103": "I-FULLNAME",
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|
"104": "B-NAME",
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|
"105": "I-NAME",
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|
"106": "B-GENDER",
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|
"107": "B-NUMBER",
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|
"108": "I-NUMBER",
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|
"109": "I-GENDER",
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|
"110": "B-NEARBYGPSCOORDINATE",
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|
"111": "I-NEARBYGPSCOORDINATE",
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|
"112": "B-DISPLAYNAME",
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|
"113": "I-DISPLAYNAME",
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|
"114": "B-SEXTYPE",
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|
"115": "B-ORDINALDIRECTION"
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|
},
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|
"initializer_range": 0.02,
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|
"intermediate_size": 3072,
|
|
"label2id": {
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|
"B-ACCOUNTNAME": 26,
|
|
"B-ACCOUNTNUMBER": 30,
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|
"B-AMOUNT": 52,
|
|
"B-BIC": 32,
|
|
"B-BITCOINADDRESS": 22,
|
|
"B-BUILDINGNUMBER": 60,
|
|
"B-CITY": 38,
|
|
"B-COMPANY_NAME": 11,
|
|
"B-COUNTY": 68,
|
|
"B-CREDITCARDCVV": 87,
|
|
"B-CREDITCARDISSUER": 85,
|
|
"B-CREDITCARDNUMBER": 46,
|
|
"B-CURRENCY": 54,
|
|
"B-CURRENCYCODE": 80,
|
|
"B-CURRENCYNAME": 69,
|
|
"B-CURRENCYSYMBOL": 71,
|
|
"B-DATE": 18,
|
|
"B-DISPLAYNAME": 112,
|
|
"B-EMAIL": 14,
|
|
"B-ETHEREUMADDRESS": 24,
|
|
"B-FIRSTNAME": 2,
|
|
"B-FULLNAME": 102,
|
|
"B-GENDER": 106,
|
|
"B-IBAN": 28,
|
|
"B-IP": 91,
|
|
"B-IPV4": 34,
|
|
"B-IPV6": 44,
|
|
"B-JOBAREA": 13,
|
|
"B-JOBDESCRIPTOR": 8,
|
|
"B-JOBTITLE": 9,
|
|
"B-JOBTYPE": 58,
|
|
"B-LASTNAME": 5,
|
|
"B-LITECOINADDRESS": 81,
|
|
"B-MAC": 83,
|
|
"B-MASKEDNUMBER": 72,
|
|
"B-MIDDLENAME": 4,
|
|
"B-NAME": 104,
|
|
"B-NEARBYGPSCOORDINATE": 110,
|
|
"B-NUMBER": 107,
|
|
"B-ORDINALDIRECTION": 115,
|
|
"B-PASSWORD": 56,
|
|
"B-PHONEIMEI": 64,
|
|
"B-PHONE_NUMBER": 74,
|
|
"B-PIN": 96,
|
|
"B-PREFIX": 0,
|
|
"B-SECONDARYADDRESS": 76,
|
|
"B-SEX": 93,
|
|
"B-SEXTYPE": 114,
|
|
"B-SSN": 78,
|
|
"B-STATE": 59,
|
|
"B-STREET": 94,
|
|
"B-STREETADDRESS": 36,
|
|
"B-SUFFIX": 50,
|
|
"B-TIME": 16,
|
|
"B-URL": 20,
|
|
"B-USERAGENT": 89,
|
|
"B-USERNAME": 42,
|
|
"B-VEHICLEVIN": 48,
|
|
"B-VEHICLEVRM": 62,
|
|
"B-ZIPCODE": 40,
|
|
"I-ACCOUNTNAME": 27,
|
|
"I-ACCOUNTNUMBER": 31,
|
|
"I-AMOUNT": 53,
|
|
"I-BIC": 33,
|
|
"I-BITCOINADDRESS": 23,
|
|
"I-BUILDINGNUMBER": 61,
|
|
"I-CITY": 39,
|
|
"I-COMPANY_NAME": 12,
|
|
"I-CREDITCARDCVV": 88,
|
|
"I-CREDITCARDISSUER": 86,
|
|
"I-CREDITCARDNUMBER": 47,
|
|
"I-CURRENCY": 55,
|
|
"I-CURRENCYCODE": 100,
|
|
"I-CURRENCYNAME": 70,
|
|
"I-CURRENCYSYMBOL": 101,
|
|
"I-DATE": 19,
|
|
"I-DISPLAYNAME": 113,
|
|
"I-EMAIL": 15,
|
|
"I-ETHEREUMADDRESS": 25,
|
|
"I-FIRSTNAME": 3,
|
|
"I-FULLNAME": 103,
|
|
"I-GENDER": 109,
|
|
"I-IBAN": 29,
|
|
"I-IP": 92,
|
|
"I-IPV4": 35,
|
|
"I-IPV6": 45,
|
|
"I-JOBAREA": 66,
|
|
"I-JOBTITLE": 10,
|
|
"I-JOBTYPE": 98,
|
|
"I-LASTNAME": 6,
|
|
"I-LITECOINADDRESS": 82,
|
|
"I-MAC": 84,
|
|
"I-MASKEDNUMBER": 73,
|
|
"I-MIDDLENAME": 99,
|
|
"I-NAME": 105,
|
|
"I-NEARBYGPSCOORDINATE": 111,
|
|
"I-NUMBER": 108,
|
|
"I-PASSWORD": 57,
|
|
"I-PHONEIMEI": 65,
|
|
"I-PHONE_NUMBER": 75,
|
|
"I-PIN": 97,
|
|
"I-PREFIX": 1,
|
|
"I-SECONDARYADDRESS": 77,
|
|
"I-SSN": 79,
|
|
"I-STATE": 67,
|
|
"I-STREET": 95,
|
|
"I-STREETADDRESS": 37,
|
|
"I-SUFFIX": 51,
|
|
"I-TIME": 17,
|
|
"I-URL": 21,
|
|
"I-USERAGENT": 90,
|
|
"I-USERNAME": 43,
|
|
"I-VEHICLEVIN": 49,
|
|
"I-VEHICLEVRM": 63,
|
|
"I-ZIPCODE": 41,
|
|
"O": 7
|
|
},
|
|
"layer_norm_eps": 1e-07,
|
|
"max_position_embeddings": 512,
|
|
"max_relative_positions": -1,
|
|
"model_type": "deberta",
|
|
"num_attention_heads": 12,
|
|
"num_hidden_layers": 12,
|
|
"pad_token_id": 0,
|
|
"pooler_dropout": 0,
|
|
"pooler_hidden_act": "gelu",
|
|
"pooler_hidden_size": 768,
|
|
"pos_att_type": [
|
|
"c2p",
|
|
"p2c"
|
|
],
|
|
"position_biased_input": false,
|
|
"relative_attention": true,
|
|
"torch_dtype": "float32",
|
|
"transformers_version": "4.44.2",
|
|
"type_vocab_size": 0,
|
|
"vocab_size": 50265
|
|
}
|
|
|