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PII_PureSpan_3_MLP_Only

PyTorch
deberta-v2
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PII_PureSpan_3_MLP_Only
File size: 3,001 Bytes
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{
  "attention_probs_dropout_prob": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "ACCOUNTNAME",
    "2": "ACCOUNTNUMBER",
    "3": "AGE",
    "4": "AMOUNT",
    "5": "BIC",
    "6": "BITCOINADDRESS",
    "7": "BUILDINGNUMBER",
    "8": "CITY",
    "9": "COMPANYNAME",
    "10": "COUNTY",
    "11": "CREDITCARDCVV",
    "12": "CREDITCARDISSUER",
    "13": "CREDITCARDNUMBER",
    "14": "DATE",
    "15": "DOB",
    "16": "DRIVERLICENSENUM",
    "17": "EMAIL",
    "18": "ETHEREUMADDRESS",
    "19": "EYECOLOR",
    "20": "FIRSTNAME",
    "21": "GENDER",
    "22": "HEIGHT",
    "23": "IBAN",
    "24": "IPADDRESS",
    "25": "JOBAREA",
    "26": "JOBTYPE",
    "27": "LASTNAME",
    "28": "LITECOINADDRESS",
    "29": "MASKEDNUMBER",
    "30": "MIDDLENAME",
    "31": "NEARBYGPSCOORDINATE",
    "32": "ORDINALDIRECTION",
    "33": "PASSPORTNUM",
    "34": "PASSWORD",
    "35": "PHONEIMEI",
    "36": "PHONENUMBER",
    "37": "PIN",
    "38": "PREFIX",
    "39": "SECONDARYADDRESS",
    "40": "SSN/CCCD",
    "41": "STATE",
    "42": "STREET",
    "43": "TAXNUM",
    "44": "TIME",
    "45": "URL",
    "46": "USERAGENT",
    "47": "USERNAME",
    "48": "VEHICLEVIN",
    "49": "VEHICLEVRM",
    "50": "ZIPCODE"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "ACCOUNTNAME": 1,
    "ACCOUNTNUMBER": 2,
    "AGE": 3,
    "AMOUNT": 4,
    "BIC": 5,
    "BITCOINADDRESS": 6,
    "BUILDINGNUMBER": 7,
    "CITY": 8,
    "COMPANYNAME": 9,
    "COUNTY": 10,
    "CREDITCARDCVV": 11,
    "CREDITCARDISSUER": 12,
    "CREDITCARDNUMBER": 13,
    "DATE": 14,
    "DOB": 15,
    "DRIVERLICENSENUM": 16,
    "EMAIL": 17,
    "ETHEREUMADDRESS": 18,
    "EYECOLOR": 19,
    "FIRSTNAME": 20,
    "GENDER": 21,
    "HEIGHT": 22,
    "IBAN": 23,
    "IPADDRESS": 24,
    "JOBAREA": 25,
    "JOBTYPE": 26,
    "LASTNAME": 27,
    "LITECOINADDRESS": 28,
    "MASKEDNUMBER": 29,
    "MIDDLENAME": 30,
    "NEARBYGPSCOORDINATE": 31,
    "O": 0,
    "ORDINALDIRECTION": 32,
    "PASSPORTNUM": 33,
    "PASSWORD": 34,
    "PHONEIMEI": 35,
    "PHONENUMBER": 36,
    "PIN": 37,
    "PREFIX": 38,
    "SECONDARYADDRESS": 39,
    "SSN/CCCD": 40,
    "STATE": 41,
    "STREET": 42,
    "TAXNUM": 43,
    "TIME": 44,
    "URL": 45,
    "USERAGENT": 46,
    "USERNAME": 47,
    "VEHICLEVIN": 48,
    "VEHICLEVRM": 49,
    "ZIPCODE": 50
  },
  "layer_norm_eps": 1e-07,
  "legacy": true,
  "max_position_embeddings": 512,
  "max_relative_positions": -1,
  "model_type": "deberta-v2",
  "norm_rel_ebd": "layer_norm",
  "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": [
    "p2c",
    "c2p"
  ],
  "position_biased_input": false,
  "position_buckets": 256,
  "relative_attention": true,
  "share_att_key": true,
  "transformers_version": "4.56.0",
  "type_vocab_size": 0,
  "vocab_size": 128100
}