|
{ |
|
"_name_or_path": "distilbert/distilbert-base-uncased", |
|
"activation": "gelu", |
|
"architectures": [ |
|
"DistilBertForTokenClassification" |
|
], |
|
"attention_dropout": 0.1, |
|
"dim": 768, |
|
"dropout": 0.1, |
|
"hidden_dim": 3072, |
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"id2label": { |
|
"0": "O", |
|
"1": "B-FIRSTNAME", |
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"2": "I-FIRSTNAME", |
|
"3": "B-CITY", |
|
"4": "I-CITY", |
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"5": "B-AGE", |
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"6": "I-AGE", |
|
"7": "B-EMAIL", |
|
"8": "I-EMAIL", |
|
"9": "B-USERNAME", |
|
"10": "I-USERNAME", |
|
"11": "B-DATE", |
|
"12": "I-DATE", |
|
"13": "B-URL", |
|
"14": "I-URL", |
|
"15": "B-PIN", |
|
"16": "I-PIN", |
|
"17": "B-DOB", |
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"18": "I-DOB", |
|
"19": "B-LASTNAME", |
|
"20": "I-LASTNAME", |
|
"21": "B-COMPANYNAME", |
|
"22": "I-COMPANYNAME", |
|
"23": "B-ACCOUNTNAME", |
|
"24": "I-ACCOUNTNAME", |
|
"25": "B-MIDDLENAME", |
|
"26": "I-MIDDLENAME", |
|
"27": "B-IBAN", |
|
"28": "I-IBAN", |
|
"29": "B-CREDITCARDNUMBER", |
|
"30": "I-CREDITCARDNUMBER", |
|
"31": "B-CREDITCARDISSUER", |
|
"32": "I-CREDITCARDISSUER", |
|
"33": "B-SSN", |
|
"34": "I-SSN", |
|
"35": "B-GENDER", |
|
"36": "I-GENDER", |
|
"37": "B-COUNTY", |
|
"38": "I-COUNTY", |
|
"39": "B-STATE", |
|
"40": "I-STATE", |
|
"41": "B-SEX", |
|
"42": "I-SEX", |
|
"43": "B-AMOUNT", |
|
"44": "I-AMOUNT", |
|
"45": "B-PREFIX", |
|
"46": "I-PREFIX", |
|
"47": "B-ACCOUNTNUMBER", |
|
"48": "I-ACCOUNTNUMBER", |
|
"49": "B-PHONENUMBER", |
|
"50": "I-PHONENUMBER", |
|
"51": "B-ZIPCODE", |
|
"52": "I-ZIPCODE", |
|
"53": "B-PHONEIMEI", |
|
"54": "I-PHONEIMEI", |
|
"55": "B-PASSWORD", |
|
"56": "I-PASSWORD", |
|
"57": "B-BUILDINGNUMBER", |
|
"58": "I-BUILDINGNUMBER", |
|
"59": "B-STREET", |
|
"60": "I-STREET", |
|
"61": "B-SECONDARYADDRESS", |
|
"62": "I-SECONDARYADDRESS", |
|
"63": "B-CREDITCARDCVV", |
|
"64": "I-CREDITCARDCVV" |
|
}, |
|
"initializer_range": 0.02, |
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"label2id": { |
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"B-ACCOUNTNAME": 23, |
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"B-ACCOUNTNUMBER": 47, |
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"B-AGE": 5, |
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"B-AMOUNT": 43, |
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"B-BUILDINGNUMBER": 57, |
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"B-CITY": 3, |
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"B-COMPANYNAME": 21, |
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"B-COUNTY": 37, |
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"B-CREDITCARDCVV": 63, |
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"B-CREDITCARDISSUER": 31, |
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"B-CREDITCARDNUMBER": 29, |
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"B-DATE": 11, |
|
"B-DOB": 17, |
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"B-EMAIL": 7, |
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"B-FIRSTNAME": 1, |
|
"B-GENDER": 35, |
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"B-IBAN": 27, |
|
"B-LASTNAME": 19, |
|
"B-MIDDLENAME": 25, |
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"B-PASSWORD": 55, |
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"B-PHONEIMEI": 53, |
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"B-PHONENUMBER": 49, |
|
"B-PIN": 15, |
|
"B-PREFIX": 45, |
|
"B-SECONDARYADDRESS": 61, |
|
"B-SEX": 41, |
|
"B-SSN": 33, |
|
"B-STATE": 39, |
|
"B-STREET": 59, |
|
"B-URL": 13, |
|
"B-USERNAME": 9, |
|
"B-ZIPCODE": 51, |
|
"I-ACCOUNTNAME": 24, |
|
"I-ACCOUNTNUMBER": 48, |
|
"I-AGE": 6, |
|
"I-AMOUNT": 44, |
|
"I-BUILDINGNUMBER": 58, |
|
"I-CITY": 4, |
|
"I-COMPANYNAME": 22, |
|
"I-COUNTY": 38, |
|
"I-CREDITCARDCVV": 64, |
|
"I-CREDITCARDISSUER": 32, |
|
"I-CREDITCARDNUMBER": 30, |
|
"I-DATE": 12, |
|
"I-DOB": 18, |
|
"I-EMAIL": 8, |
|
"I-FIRSTNAME": 2, |
|
"I-GENDER": 36, |
|
"I-IBAN": 28, |
|
"I-LASTNAME": 20, |
|
"I-MIDDLENAME": 26, |
|
"I-PASSWORD": 56, |
|
"I-PHONEIMEI": 54, |
|
"I-PHONENUMBER": 50, |
|
"I-PIN": 16, |
|
"I-PREFIX": 46, |
|
"I-SECONDARYADDRESS": 62, |
|
"I-SEX": 42, |
|
"I-SSN": 34, |
|
"I-STATE": 40, |
|
"I-STREET": 60, |
|
"I-URL": 14, |
|
"I-USERNAME": 10, |
|
"I-ZIPCODE": 52, |
|
"O": 0 |
|
}, |
|
"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": "4.39.0", |
|
"vocab_size": 30522 |
|
} |
|
|