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{ |
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"_name_or_path": "lakshyakh93/deberta_finetuned_pii", |
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"architectures": [ |
|
"DebertaForTokenClassification" |
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], |
|
"attention_probs_dropout_prob": 0.1, |
|
"hidden_act": "gelu", |
|
"hidden_dropout_prob": 0.1, |
|
"hidden_size": 768, |
|
"id2label": { |
|
"0": "B-PREFIX", |
|
"1": "I-PREFIX", |
|
"2": "B-FIRSTNAME", |
|
"3": "I-FIRSTNAME", |
|
"4": "B-MIDDLENAME", |
|
"5": "B-LASTNAME", |
|
"6": "I-LASTNAME", |
|
"7": "O", |
|
"8": "B-JOBDESCRIPTOR", |
|
"9": "B-JOBTITLE", |
|
"10": "I-JOBTITLE", |
|
"11": "B-COMPANY_NAME", |
|
"12": "I-COMPANY_NAME", |
|
"13": "B-JOBAREA", |
|
"14": "B-EMAIL", |
|
"15": "I-EMAIL", |
|
"16": "B-TIME", |
|
"17": "I-TIME", |
|
"18": "B-DATE", |
|
"19": "I-DATE", |
|
"20": "B-URL", |
|
"21": "I-URL", |
|
"22": "B-BITCOINADDRESS", |
|
"23": "I-BITCOINADDRESS", |
|
"24": "B-ETHEREUMADDRESS", |
|
"25": "I-ETHEREUMADDRESS", |
|
"26": "B-ACCOUNTNAME", |
|
"27": "I-ACCOUNTNAME", |
|
"28": "B-IBAN", |
|
"29": "I-IBAN", |
|
"30": "B-ACCOUNTNUMBER", |
|
"31": "I-ACCOUNTNUMBER", |
|
"32": "B-BIC", |
|
"33": "I-BIC", |
|
"34": "B-IPV4", |
|
"35": "I-IPV4", |
|
"36": "B-STREETADDRESS", |
|
"37": "I-STREETADDRESS", |
|
"38": "B-CITY", |
|
"39": "I-CITY", |
|
"40": "B-ZIPCODE", |
|
"41": "I-ZIPCODE", |
|
"42": "B-USERNAME", |
|
"43": "I-USERNAME", |
|
"44": "B-IPV6", |
|
"45": "I-IPV6", |
|
"46": "B-CREDITCARDNUMBER", |
|
"47": "I-CREDITCARDNUMBER", |
|
"48": "B-VEHICLEVIN", |
|
"49": "I-VEHICLEVIN", |
|
"50": "B-SUFFIX", |
|
"51": "I-SUFFIX", |
|
"52": "B-AMOUNT", |
|
"53": "I-AMOUNT", |
|
"54": "B-CURRENCY", |
|
"55": "I-CURRENCY", |
|
"56": "B-PASSWORD", |
|
"57": "I-PASSWORD", |
|
"58": "B-JOBTYPE", |
|
"59": "B-STATE", |
|
"60": "B-BUILDINGNUMBER", |
|
"61": "I-BUILDINGNUMBER", |
|
"62": "B-VEHICLEVRM", |
|
"63": "I-VEHICLEVRM", |
|
"64": "B-PHONEIMEI", |
|
"65": "I-PHONEIMEI", |
|
"66": "I-JOBAREA", |
|
"67": "I-STATE", |
|
"68": "B-COUNTY", |
|
"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", |
|
"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", |
|
"85": "B-CREDITCARDISSUER", |
|
"86": "I-CREDITCARDISSUER", |
|
"87": "B-CREDITCARDCVV", |
|
"88": "I-CREDITCARDCVV", |
|
"89": "B-USERAGENT", |
|
"90": "I-USERAGENT", |
|
"91": "B-IP", |
|
"92": "I-IP", |
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"93": "B-SEX", |
|
"94": "B-STREET", |
|
"95": "I-STREET", |
|
"96": "B-PIN", |
|
"97": "I-PIN", |
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"98": "I-JOBTYPE", |
|
"99": "I-MIDDLENAME", |
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"100": "I-CURRENCYCODE", |
|
"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", |
|
"106": "B-GENDER", |
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"107": "B-NUMBER", |
|
"108": "I-NUMBER", |
|
"109": "I-GENDER", |
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"110": "B-NEARBYGPSCOORDINATE", |
|
"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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}, |
|
"initializer_range": 0.02, |
|
"intermediate_size": 3072, |
|
"label2id": { |
|
"B-ACCOUNTNAME": 26, |
|
"B-ACCOUNTNUMBER": 30, |
|
"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": "4.41.2", |
|
"type_vocab_size": 0, |
|
"vocab_size": 50265 |
|
} |
|
|