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pii-NER-20240509-023506

Token Classification
Transformers
ONNX
Safetensors
deberta
Inference Endpoints
Model card Files Community
pii-NER-20240509-023506
File size: 4,123 Bytes 
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{
  "_name_or_path": "lakshyakh93/deberta_finetuned_pii",
  "architectures": [
    "DebertaForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B-CREDIT_CARD_NUMBER_LAST_4",
    "2": "I-CREDIT_CARD_NUMBER_LAST_4",
    "3": "B-VEHICLE_VRM",
    "4": "I-VEHICLE_VRM",
    "5": "B-API_KEY",
    "6": "I-API_KEY",
    "7": "B-CREDIT_CARD_CVV",
    "8": "B-URL",
    "9": "I-URL",
    "10": "B-PHONE_NUMBER",
    "11": "I-PHONE_NUMBER",
    "12": "B-BIC",
    "13": "I-BIC",
    "14": "B-USERNAME",
    "15": "I-USERNAME",
    "16": "B-IBAN",
    "17": "I-IBAN",
    "18": "B-DATE_OF_BIRTH",
    "19": "I-DATE_OF_BIRTH",
    "20": "B-NAME",
    "21": "I-NAME",
    "22": "B-EMAIL",
    "23": "I-EMAIL",
    "24": "B-PREFIX",
    "25": "B-CREDIT_CARD_NUMBER",
    "26": "I-CREDIT_CARD_NUMBER",
    "27": "B-OTHER_ID",
    "28": "I-OTHER_ID",
    "29": "B-SSN_LAST_4",
    "30": "I-SSN_LAST_4",
    "31": "B-IP_V4",
    "32": "I-IP_V4",
    "33": "B-SSN",
    "34": "I-SSN",
    "35": "B-VEHICLE_VIN",
    "36": "I-VEHICLE_VIN",
    "37": "B-CREDIT_CARD_EXP_DATE",
    "38": "I-CREDIT_CARD_EXP_DATE",
    "39": "B-IP_V6",
    "40": "I-IP_V6",
    "41": "B-DRIVER_LICENSE",
    "42": "I-DRIVER_LICENSE",
    "43": "I-CREDIT_CARD_CVV",
    "44": "B-PASSWORD",
    "45": "I-PASSWORD",
    "46": "B-PIN",
    "47": "I-PIN",
    "48": "B-DATE",
    "49": "I-DATE",
    "50": "B-STATE",
    "51": "B-PHONE_IMEI",
    "52": "I-PHONE_IMEI",
    "53": "B-STREET_NAME_AND_NUMBER",
    "54": "I-STREET_NAME_AND_NUMBER",
    "55": "B-MAC",
    "56": "I-MAC",
    "57": "B-ACCOUNT_NUMBER",
    "58": "I-ACCOUNT_NUMBER",
    "59": "B-ZIP_CODE",
    "60": "I-ZIP_CODE",
    "61": "B-COUNTRY",
    "62": "I-COUNTRY",
    "63": "I-STATE",
    "64": "B-CITY",
    "65": "I-CITY",
    "66": "B-COMPANY_NAME",
    "67": "I-COMPANY_NAME",
    "68": "I-PREFIX"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B-ACCOUNT_NUMBER": 57,
    "B-API_KEY": 5,
    "B-BIC": 12,
    "B-CITY": 64,
    "B-COMPANY_NAME": 66,
    "B-COUNTRY": 61,
    "B-CREDIT_CARD_CVV": 7,
    "B-CREDIT_CARD_EXP_DATE": 37,
    "B-CREDIT_CARD_NUMBER": 25,
    "B-CREDIT_CARD_NUMBER_LAST_4": 1,
    "B-DATE": 48,
    "B-DATE_OF_BIRTH": 18,
    "B-DRIVER_LICENSE": 41,
    "B-EMAIL": 22,
    "B-IBAN": 16,
    "B-IP_V4": 31,
    "B-IP_V6": 39,
    "B-MAC": 55,
    "B-NAME": 20,
    "B-OTHER_ID": 27,
    "B-PASSWORD": 44,
    "B-PHONE_IMEI": 51,
    "B-PHONE_NUMBER": 10,
    "B-PIN": 46,
    "B-PREFIX": 24,
    "B-SSN": 33,
    "B-SSN_LAST_4": 29,
    "B-STATE": 50,
    "B-STREET_NAME_AND_NUMBER": 53,
    "B-URL": 8,
    "B-USERNAME": 14,
    "B-VEHICLE_VIN": 35,
    "B-VEHICLE_VRM": 3,
    "B-ZIP_CODE": 59,
    "I-ACCOUNT_NUMBER": 58,
    "I-API_KEY": 6,
    "I-BIC": 13,
    "I-CITY": 65,
    "I-COMPANY_NAME": 67,
    "I-COUNTRY": 62,
    "I-CREDIT_CARD_CVV": 43,
    "I-CREDIT_CARD_EXP_DATE": 38,
    "I-CREDIT_CARD_NUMBER": 26,
    "I-CREDIT_CARD_NUMBER_LAST_4": 2,
    "I-DATE": 49,
    "I-DATE_OF_BIRTH": 19,
    "I-DRIVER_LICENSE": 42,
    "I-EMAIL": 23,
    "I-IBAN": 17,
    "I-IP_V4": 32,
    "I-IP_V6": 40,
    "I-MAC": 56,
    "I-NAME": 21,
    "I-OTHER_ID": 28,
    "I-PASSWORD": 45,
    "I-PHONE_IMEI": 52,
    "I-PHONE_NUMBER": 11,
    "I-PIN": 47,
    "I-PREFIX": 68,
    "I-SSN": 34,
    "I-SSN_LAST_4": 30,
    "I-STATE": 63,
    "I-STREET_NAME_AND_NUMBER": 54,
    "I-URL": 9,
    "I-USERNAME": 15,
    "I-VEHICLE_VIN": 36,
    "I-VEHICLE_VRM": 4,
    "I-ZIP_CODE": 60,
    "O": 0
  },
  "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": "4.40.1",
  "type_vocab_size": 0,
  "vocab_size": 50265
}