bert-finetuned-ner-pii / config.json
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Training in progress, epoch 1
e1afe49
{
"_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
}