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ArunaSaraswathy
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bert-finetuned-ner-pii

Token Classification
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bert-finetuned-ner-pii
File size: 6,203 Bytes 
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{
  "_name_or_path": "bert-base-cased",
  "architectures": [
    "BertForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "O",
    "1": "B-O",
    "2": "I-O",
    "3": "L-O",
    "4": "U-O",
    "5": "B-PER",
    "6": "I-PER",
    "7": "L-PER",
    "8": "U-PER",
    "9": "B-LOC",
    "10": "I-LOC",
    "11": "L-LOC",
    "12": "U-LOC",
    "13": "B-ORG",
    "14": "I-ORG",
    "15": "L-ORG",
    "16": "U-ORG",
    "17": "B-NRP",
    "18": "I-NRP",
    "19": "L-NRP",
    "20": "U-NRP",
    "21": "B-DATE_TIME",
    "22": "I-DATE_TIME",
    "23": "L-DATE_TIME",
    "24": "U-DATE_TIME",
    "25": "B-CREDIT_CARD",
    "26": "I-CREDIT_CARD",
    "27": "L-CREDIT_CARD",
    "28": "U-CREDIT_CARD",
    "29": "B-URL",
    "30": "I-URL",
    "31": "L-URL",
    "32": "U-URL",
    "33": "B-IBAN_CODE",
    "34": "I-IBAN_CODE",
    "35": "L-IBAN_CODE",
    "36": "U-IBAN_CODE",
    "37": "B-US_BANK_NUMBER",
    "38": "I-US_BANK_NUMBER",
    "39": "L-US_BANK_NUMBER",
    "40": "U-US_BANK_NUMBER",
    "41": "B-PHONE_NUMBER",
    "42": "I-PHONE_NUMBER",
    "43": "L-PHONE_NUMBER",
    "44": "U-PHONE_NUMBER",
    "45": "B-US_SSN",
    "46": "I-US_SSN",
    "47": "L-US_SSN",
    "48": "U-US_SSN",
    "49": "B-US_PASSPORT",
    "50": "I-US_PASSPORT",
    "51": "L-US_PASSPORT",
    "52": "U-US_PASSPORT",
    "53": "B-US_DRIVER_LICENSE",
    "54": "I-US_DRIVER_LICENSE",
    "55": "L-US_DRIVER_LICENSE",
    "56": "U-US_DRIVER_LICENSE",
    "57": "B-US_LICENSE_PLATE",
    "58": "I-US_LICENSE_PLATE",
    "59": "L-US_LICENSE_PLATE",
    "60": "U-US_LICENSE_PLATE",
    "61": "B-IP_ADDRESS",
    "62": "I-IP_ADDRESS",
    "63": "L-IP_ADDRESS",
    "64": "U-IP_ADDRESS",
    "65": "B-US_ITIN",
    "66": "I-US_ITIN",
    "67": "L-US_ITIN",
    "68": "U-US_ITIN",
    "69": "B-EMAIL_ADDRESS",
    "70": "I-EMAIL_ADDRESS",
    "71": "L-EMAIL_ADDRESS",
    "72": "U-EMAIL_ADDRESS",
    "73": "B-TITLE",
    "74": "I-TITLE",
    "75": "L-TITLE",
    "76": "U-TITLE",
    "77": "B-COORDINATE",
    "78": "I-COORDINATE",
    "79": "L-COORDINATE",
    "80": "U-COORDINATE",
    "81": "B-IMEI",
    "82": "I-IMEI",
    "83": "L-IMEI",
    "84": "U-IMEI",
    "85": "B-PASSWORD",
    "86": "I-PASSWORD",
    "87": "L-PASSWORD",
    "88": "U-PASSWORD",
    "89": "B-LICENSE_PLATE",
    "90": "I-LICENSE_PLATE",
    "91": "L-LICENSE_PLATE",
    "92": "U-LICENSE_PLATE",
    "93": "B-CURRENCY",
    "94": "I-CURRENCY",
    "95": "L-CURRENCY",
    "96": "U-CURRENCY",
    "97": "B-FINANCIAL",
    "98": "I-FINANCIAL",
    "99": "L-FINANCIAL",
    "100": "U-FINANCIAL",
    "101": "B-ROUTING_NUMBER",
    "102": "I-ROUTING_NUMBER",
    "103": "L-ROUTING_NUMBER",
    "104": "U-ROUTING_NUMBER",
    "105": "B-SWIFT_CODE",
    "106": "I-SWIFT_CODE",
    "107": "L-SWIFT_CODE",
    "108": "U-SWIFT_CODE",
    "109": "B-MAC_ADDRESS",
    "110": "I-MAC_ADDRESS",
    "111": "L-MAC_ADDRESS",
    "112": "U-MAC_ADDRESS",
    "113": "B-AGE",
    "114": "I-AGE",
    "115": "L-AGE",
    "116": "U-AGE"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B-AGE": 113,
    "B-COORDINATE": 77,
    "B-CREDIT_CARD": 25,
    "B-CURRENCY": 93,
    "B-DATE_TIME": 21,
    "B-EMAIL_ADDRESS": 69,
    "B-FINANCIAL": 97,
    "B-IBAN_CODE": 33,
    "B-IMEI": 81,
    "B-IP_ADDRESS": 61,
    "B-LICENSE_PLATE": 89,
    "B-LOC": 9,
    "B-MAC_ADDRESS": 109,
    "B-NRP": 17,
    "B-O": 1,
    "B-ORG": 13,
    "B-PASSWORD": 85,
    "B-PER": 5,
    "B-PHONE_NUMBER": 41,
    "B-ROUTING_NUMBER": 101,
    "B-SWIFT_CODE": 105,
    "B-TITLE": 73,
    "B-URL": 29,
    "B-US_BANK_NUMBER": 37,
    "B-US_DRIVER_LICENSE": 53,
    "B-US_ITIN": 65,
    "B-US_LICENSE_PLATE": 57,
    "B-US_PASSPORT": 49,
    "B-US_SSN": 45,
    "I-AGE": 114,
    "I-COORDINATE": 78,
    "I-CREDIT_CARD": 26,
    "I-CURRENCY": 94,
    "I-DATE_TIME": 22,
    "I-EMAIL_ADDRESS": 70,
    "I-FINANCIAL": 98,
    "I-IBAN_CODE": 34,
    "I-IMEI": 82,
    "I-IP_ADDRESS": 62,
    "I-LICENSE_PLATE": 90,
    "I-LOC": 10,
    "I-MAC_ADDRESS": 110,
    "I-NRP": 18,
    "I-O": 2,
    "I-ORG": 14,
    "I-PASSWORD": 86,
    "I-PER": 6,
    "I-PHONE_NUMBER": 42,
    "I-ROUTING_NUMBER": 102,
    "I-SWIFT_CODE": 106,
    "I-TITLE": 74,
    "I-URL": 30,
    "I-US_BANK_NUMBER": 38,
    "I-US_DRIVER_LICENSE": 54,
    "I-US_ITIN": 66,
    "I-US_LICENSE_PLATE": 58,
    "I-US_PASSPORT": 50,
    "I-US_SSN": 46,
    "L-AGE": 115,
    "L-COORDINATE": 79,
    "L-CREDIT_CARD": 27,
    "L-CURRENCY": 95,
    "L-DATE_TIME": 23,
    "L-EMAIL_ADDRESS": 71,
    "L-FINANCIAL": 99,
    "L-IBAN_CODE": 35,
    "L-IMEI": 83,
    "L-IP_ADDRESS": 63,
    "L-LICENSE_PLATE": 91,
    "L-LOC": 11,
    "L-MAC_ADDRESS": 111,
    "L-NRP": 19,
    "L-O": 3,
    "L-ORG": 15,
    "L-PASSWORD": 87,
    "L-PER": 7,
    "L-PHONE_NUMBER": 43,
    "L-ROUTING_NUMBER": 103,
    "L-SWIFT_CODE": 107,
    "L-TITLE": 75,
    "L-URL": 31,
    "L-US_BANK_NUMBER": 39,
    "L-US_DRIVER_LICENSE": 55,
    "L-US_ITIN": 67,
    "L-US_LICENSE_PLATE": 59,
    "L-US_PASSPORT": 51,
    "L-US_SSN": 47,
    "O": 0,
    "U-AGE": 116,
    "U-COORDINATE": 80,
    "U-CREDIT_CARD": 28,
    "U-CURRENCY": 96,
    "U-DATE_TIME": 24,
    "U-EMAIL_ADDRESS": 72,
    "U-FINANCIAL": 100,
    "U-IBAN_CODE": 36,
    "U-IMEI": 84,
    "U-IP_ADDRESS": 64,
    "U-LICENSE_PLATE": 92,
    "U-LOC": 12,
    "U-MAC_ADDRESS": 112,
    "U-NRP": 20,
    "U-O": 4,
    "U-ORG": 16,
    "U-PASSWORD": 88,
    "U-PER": 8,
    "U-PHONE_NUMBER": 44,
    "U-ROUTING_NUMBER": 104,
    "U-SWIFT_CODE": 108,
    "U-TITLE": 76,
    "U-URL": 32,
    "U-US_BANK_NUMBER": 40,
    "U-US_DRIVER_LICENSE": 56,
    "U-US_ITIN": 68,
    "U-US_LICENSE_PLATE": 60,
    "U-US_PASSPORT": 52,
    "U-US_SSN": 48
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.27.1",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 28996
}