|
{ |
|
"_name_or_path": "microsoft/deberta-v3-xsmall", |
|
"architectures": [ |
|
"DebertaV2ForTokenClassification" |
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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": 384, |
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"id2label": { |
|
"0": "B-ACCOUNTNAME", |
|
"1": "B-ACCOUNTNUMBER", |
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"2": "B-AGE", |
|
"3": "B-AMOUNT", |
|
"4": "B-BIC", |
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"5": "B-BITCOINADDRESS", |
|
"6": "B-BUILDINGNUMBER", |
|
"7": "B-CITY", |
|
"8": "B-COMPANYNAME", |
|
"9": "B-COUNTY", |
|
"10": "B-CREDITCARDCVV", |
|
"11": "B-CREDITCARDISSUER", |
|
"12": "B-CREDITCARDNUMBER", |
|
"13": "B-CURRENCY", |
|
"14": "B-CURRENCYCODE", |
|
"15": "B-CURRENCYNAME", |
|
"16": "B-CURRENCYSYMBOL", |
|
"17": "B-DATE", |
|
"18": "B-DOB", |
|
"19": "B-EMAIL", |
|
"20": "B-ETHEREUMADDRESS", |
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"21": "B-EYECOLOR", |
|
"22": "B-FIRSTNAME", |
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"23": "B-GENDER", |
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"24": "B-HEIGHT", |
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"25": "B-IBAN", |
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"26": "B-IP", |
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"27": "B-IPV4", |
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"28": "B-IPV6", |
|
"29": "B-JOBAREA", |
|
"30": "B-JOBTITLE", |
|
"31": "B-JOBTYPE", |
|
"32": "B-LASTNAME", |
|
"33": "B-LITECOINADDRESS", |
|
"34": "B-MAC", |
|
"35": "B-MASKEDNUMBER", |
|
"36": "B-MIDDLENAME", |
|
"37": "B-NEARBYGPSCOORDINATE", |
|
"38": "B-ORDINALDIRECTION", |
|
"39": "B-PASSWORD", |
|
"40": "B-PHONEIMEI", |
|
"41": "B-PHONENUMBER", |
|
"42": "B-PIN", |
|
"43": "B-PREFIX", |
|
"44": "B-SECONDARYADDRESS", |
|
"45": "B-SEX", |
|
"46": "B-SSN", |
|
"47": "B-STATE", |
|
"48": "B-STREET", |
|
"49": "B-TIME", |
|
"50": "B-URL", |
|
"51": "B-USERAGENT", |
|
"52": "B-USERNAME", |
|
"53": "B-VEHICLEVIN", |
|
"54": "B-VEHICLEVRM", |
|
"55": "B-ZIPCODE", |
|
"56": "I-ACCOUNTNAME", |
|
"57": "I-ACCOUNTNUMBER", |
|
"58": "I-AGE", |
|
"59": "I-AMOUNT", |
|
"60": "I-BIC", |
|
"61": "I-BITCOINADDRESS", |
|
"62": "I-BUILDINGNUMBER", |
|
"63": "I-CITY", |
|
"64": "I-COMPANYNAME", |
|
"65": "I-COUNTY", |
|
"66": "I-CREDITCARDCVV", |
|
"67": "I-CREDITCARDISSUER", |
|
"68": "I-CREDITCARDNUMBER", |
|
"69": "I-CURRENCY", |
|
"70": "I-CURRENCYCODE", |
|
"71": "I-CURRENCYNAME", |
|
"72": "I-CURRENCYSYMBOL", |
|
"73": "I-DATE", |
|
"74": "I-DOB", |
|
"75": "I-EMAIL", |
|
"76": "I-ETHEREUMADDRESS", |
|
"77": "I-EYECOLOR", |
|
"78": "I-FIRSTNAME", |
|
"79": "I-GENDER", |
|
"80": "I-HEIGHT", |
|
"81": "I-IBAN", |
|
"82": "I-IP", |
|
"83": "I-IPV4", |
|
"84": "I-IPV6", |
|
"85": "I-JOBAREA", |
|
"86": "I-JOBTITLE", |
|
"87": "I-JOBTYPE", |
|
"88": "I-LASTNAME", |
|
"89": "I-LITECOINADDRESS", |
|
"90": "I-MAC", |
|
"91": "I-MASKEDNUMBER", |
|
"92": "I-MIDDLENAME", |
|
"93": "I-NEARBYGPSCOORDINATE", |
|
"94": "I-ORDINALDIRECTION", |
|
"95": "I-PASSWORD", |
|
"96": "I-PHONEIMEI", |
|
"97": "I-PHONENUMBER", |
|
"98": "I-PIN", |
|
"99": "I-PREFIX", |
|
"100": "I-SECONDARYADDRESS", |
|
"101": "I-SEX", |
|
"102": "I-SSN", |
|
"103": "I-STATE", |
|
"104": "I-STREET", |
|
"105": "I-TIME", |
|
"106": "I-URL", |
|
"107": "I-USERAGENT", |
|
"108": "I-USERNAME", |
|
"109": "I-VEHICLEVIN", |
|
"110": "I-VEHICLEVRM", |
|
"111": "I-ZIPCODE", |
|
"112": "O" |
|
}, |
|
"initializer_range": 0.02, |
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"intermediate_size": 1536, |
|
"label2id": { |
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"B-ACCOUNTNAME": 0, |
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"B-ACCOUNTNUMBER": 1, |
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"B-AGE": 2, |
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"B-AMOUNT": 3, |
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"B-BIC": 4, |
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"B-BITCOINADDRESS": 5, |
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"B-BUILDINGNUMBER": 6, |
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"B-CITY": 7, |
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"B-COMPANYNAME": 8, |
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"B-COUNTY": 9, |
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"B-CREDITCARDCVV": 10, |
|
"B-CREDITCARDISSUER": 11, |
|
"B-CREDITCARDNUMBER": 12, |
|
"B-CURRENCY": 13, |
|
"B-CURRENCYCODE": 14, |
|
"B-CURRENCYNAME": 15, |
|
"B-CURRENCYSYMBOL": 16, |
|
"B-DATE": 17, |
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"B-DOB": 18, |
|
"B-EMAIL": 19, |
|
"B-ETHEREUMADDRESS": 20, |
|
"B-EYECOLOR": 21, |
|
"B-FIRSTNAME": 22, |
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"B-GENDER": 23, |
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"B-HEIGHT": 24, |
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"B-IBAN": 25, |
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"B-IP": 26, |
|
"B-IPV4": 27, |
|
"B-IPV6": 28, |
|
"B-JOBAREA": 29, |
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"B-JOBTITLE": 30, |
|
"B-JOBTYPE": 31, |
|
"B-LASTNAME": 32, |
|
"B-LITECOINADDRESS": 33, |
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"B-MAC": 34, |
|
"B-MASKEDNUMBER": 35, |
|
"B-MIDDLENAME": 36, |
|
"B-NEARBYGPSCOORDINATE": 37, |
|
"B-ORDINALDIRECTION": 38, |
|
"B-PASSWORD": 39, |
|
"B-PHONEIMEI": 40, |
|
"B-PHONENUMBER": 41, |
|
"B-PIN": 42, |
|
"B-PREFIX": 43, |
|
"B-SECONDARYADDRESS": 44, |
|
"B-SEX": 45, |
|
"B-SSN": 46, |
|
"B-STATE": 47, |
|
"B-STREET": 48, |
|
"B-TIME": 49, |
|
"B-URL": 50, |
|
"B-USERAGENT": 51, |
|
"B-USERNAME": 52, |
|
"B-VEHICLEVIN": 53, |
|
"B-VEHICLEVRM": 54, |
|
"B-ZIPCODE": 55, |
|
"I-ACCOUNTNAME": 56, |
|
"I-ACCOUNTNUMBER": 57, |
|
"I-AGE": 58, |
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"I-AMOUNT": 59, |
|
"I-BIC": 60, |
|
"I-BITCOINADDRESS": 61, |
|
"I-BUILDINGNUMBER": 62, |
|
"I-CITY": 63, |
|
"I-COMPANYNAME": 64, |
|
"I-COUNTY": 65, |
|
"I-CREDITCARDCVV": 66, |
|
"I-CREDITCARDISSUER": 67, |
|
"I-CREDITCARDNUMBER": 68, |
|
"I-CURRENCY": 69, |
|
"I-CURRENCYCODE": 70, |
|
"I-CURRENCYNAME": 71, |
|
"I-CURRENCYSYMBOL": 72, |
|
"I-DATE": 73, |
|
"I-DOB": 74, |
|
"I-EMAIL": 75, |
|
"I-ETHEREUMADDRESS": 76, |
|
"I-EYECOLOR": 77, |
|
"I-FIRSTNAME": 78, |
|
"I-GENDER": 79, |
|
"I-HEIGHT": 80, |
|
"I-IBAN": 81, |
|
"I-IP": 82, |
|
"I-IPV4": 83, |
|
"I-IPV6": 84, |
|
"I-JOBAREA": 85, |
|
"I-JOBTITLE": 86, |
|
"I-JOBTYPE": 87, |
|
"I-LASTNAME": 88, |
|
"I-LITECOINADDRESS": 89, |
|
"I-MAC": 90, |
|
"I-MASKEDNUMBER": 91, |
|
"I-MIDDLENAME": 92, |
|
"I-NEARBYGPSCOORDINATE": 93, |
|
"I-ORDINALDIRECTION": 94, |
|
"I-PASSWORD": 95, |
|
"I-PHONEIMEI": 96, |
|
"I-PHONENUMBER": 97, |
|
"I-PIN": 98, |
|
"I-PREFIX": 99, |
|
"I-SECONDARYADDRESS": 100, |
|
"I-SEX": 101, |
|
"I-SSN": 102, |
|
"I-STATE": 103, |
|
"I-STREET": 104, |
|
"I-TIME": 105, |
|
"I-URL": 106, |
|
"I-USERAGENT": 107, |
|
"I-USERNAME": 108, |
|
"I-VEHICLEVIN": 109, |
|
"I-VEHICLEVRM": 110, |
|
"I-ZIPCODE": 111, |
|
"O": 112 |
|
}, |
|
"layer_norm_eps": 1e-07, |
|
"max_position_embeddings": 512, |
|
"max_relative_positions": -1, |
|
"model_type": "deberta-v2", |
|
"norm_rel_ebd": "layer_norm", |
|
"num_attention_heads": 6, |
|
"num_hidden_layers": 12, |
|
"pad_token_id": 0, |
|
"pooler_dropout": 0, |
|
"pooler_hidden_act": "gelu", |
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"pooler_hidden_size": 384, |
|
"pos_att_type": [ |
|
"p2c", |
|
"c2p" |
|
], |
|
"position_biased_input": false, |
|
"position_buckets": 256, |
|
"relative_attention": true, |
|
"share_att_key": true, |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.39.3", |
|
"type_vocab_size": 0, |
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"vocab_size": 128100 |
|
} |
|
|