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Commit
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Upload fine-tuned model

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Files changed (7) hide show
  1. config.json +268 -0
  2. merges.txt +0 -0
  3. special_tokens_map.json +51 -0
  4. tf_model.h5 +3 -0
  5. tokenizer.json +0 -0
  6. tokenizer_config.json +60 -0
  7. vocab.json +0 -0
config.json ADDED
@@ -0,0 +1,268 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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,
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+ "label2id": {
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+ "B-ACCOUNTNAME": 26,
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+ "B-ACCOUNTNUMBER": 30,
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+ "B-AMOUNT": 52,
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+ "B-BIC": 32,
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+ "B-BITCOINADDRESS": 22,
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+ "B-BUILDINGNUMBER": 60,
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+ "B-CITY": 38,
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+ "B-COMPANY_NAME": 11,
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+ "B-COUNTY": 68,
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+ "B-CREDITCARDCVV": 87,
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+ "B-CREDITCARDISSUER": 85,
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+ "B-CREDITCARDNUMBER": 46,
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+ "B-CURRENCY": 54,
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+ "B-CURRENCYCODE": 80,
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+ "B-CURRENCYNAME": 69,
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+ "B-CURRENCYSYMBOL": 71,
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+ "B-DATE": 18,
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+ "B-DISPLAYNAME": 112,
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+ "B-EMAIL": 14,
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+ "B-ETHEREUMADDRESS": 24,
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+ "B-FIRSTNAME": 2,
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+ "B-FULLNAME": 102,
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+ "B-GENDER": 106,
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+ "B-IBAN": 28,
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+ "B-IP": 91,
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+ "B-IPV4": 34,
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+ "B-IPV6": 44,
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+ "B-JOBAREA": 13,
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+ "B-JOBDESCRIPTOR": 8,
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+ "B-JOBTITLE": 9,
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+ "B-JOBTYPE": 58,
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+ "B-LASTNAME": 5,
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+ "B-LITECOINADDRESS": 81,
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+ "B-MAC": 83,
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+ "B-MASKEDNUMBER": 72,
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+ "B-MIDDLENAME": 4,
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+ "B-NAME": 104,
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+ "B-NEARBYGPSCOORDINATE": 110,
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+ "B-NUMBER": 107,
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+ "B-ORDINALDIRECTION": 115,
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+ "B-PASSWORD": 56,
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+ "B-PHONEIMEI": 64,
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+ "B-PHONE_NUMBER": 74,
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+ "B-PIN": 96,
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+ "B-SECONDARYADDRESS": 76,
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+ "B-SEX": 93,
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+ "B-SEXTYPE": 114,
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+ "B-SSN": 78,
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+ "B-STATE": 59,
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+ "B-STREET": 94,
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+ "B-STREETADDRESS": 36,
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+ "B-SUFFIX": 50,
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+ "B-TIME": 16,
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+ "B-URL": 20,
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+ "B-USERAGENT": 89,
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+ "B-USERNAME": 42,
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+ "B-VEHICLEVIN": 48,
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+ "B-VEHICLEVRM": 62,
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+ "B-ZIPCODE": 40,
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+ "I-ACCOUNTNAME": 27,
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+ "I-ACCOUNTNUMBER": 31,
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+ "I-AMOUNT": 53,
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+ "I-BIC": 33,
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+ "I-BITCOINADDRESS": 23,
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+ "I-BUILDINGNUMBER": 61,
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+ "I-CITY": 39,
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+ "I-COMPANY_NAME": 12,
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+ "I-CREDITCARDCVV": 88,
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+ "I-CREDITCARDISSUER": 86,
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+ "I-CREDITCARDNUMBER": 47,
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+ "I-CURRENCY": 55,
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+ "I-CURRENCYCODE": 100,
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+ "I-CURRENCYNAME": 70,
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+ "I-CURRENCYSYMBOL": 101,
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+ "I-DATE": 19,
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+ "I-DISPLAYNAME": 113,
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+ "I-EMAIL": 15,
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+ "I-ETHEREUMADDRESS": 25,
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+ "I-FIRSTNAME": 3,
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+ "I-FULLNAME": 103,
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+ "I-GENDER": 109,
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+ "I-IBAN": 29,
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+ "I-IP": 92,
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+ "I-IPV4": 35,
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+ "I-IPV6": 45,
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+ "I-JOBAREA": 66,
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+ "I-JOBTYPE": 98,
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+ "I-LASTNAME": 6,
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+ "I-LITECOINADDRESS": 82,
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+ "I-NUMBER": 108,
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+ "I-PASSWORD": 57,
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+ "I-PHONEIMEI": 65,
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+ "I-PHONE_NUMBER": 75,
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+ "I-PIN": 97,
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+ "I-PREFIX": 1,
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+ "I-SECONDARYADDRESS": 77,
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+ "I-SSN": 79,
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+ "I-STATE": 67,
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+ "I-STREET": 95,
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+ "I-STREETADDRESS": 37,
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+ "I-SUFFIX": 51,
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+ "I-TIME": 17,
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+ "I-URL": 21,
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+ "I-USERAGENT": 90,
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+ "I-USERNAME": 43,
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+ "I-VEHICLEVIN": 49,
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+ "I-VEHICLEVRM": 63,
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+ "I-ZIPCODE": 41,
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+ "O": 7
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+ },
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+ "layer_norm_eps": 1e-07,
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+ "max_position_embeddings": 512,
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+ "max_relative_positions": -1,
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+ "model_type": "deberta",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 0,
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+ "pooler_dropout": 0,
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+ "pooler_hidden_act": "gelu",
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+ "pooler_hidden_size": 768,
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+ "pos_att_type": [
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+ "c2p",
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+ "p2c"
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+ ],
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+ "position_biased_input": false,
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+ "relative_attention": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.44.2",
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+ "type_vocab_size": 0,
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+ "vocab_size": 50265
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+ }
merges.txt ADDED
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special_tokens_map.json ADDED
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ }
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+ }
tf_model.h5 ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 555049352
tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ {
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+ "add_bos_token": false,
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+ "additional_special_tokens": [],
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+ "bos_token": "[CLS]",
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+ "clean_up_tokenization_spaces": true,
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+ "cls_token": "[CLS]",
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+ "do_lower_case": false,
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+ }
vocab.json ADDED
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