|
{ |
|
"_name_or_path": "bert-base-cased", |
|
"architectures": [ |
|
"BertForTokenClassification" |
|
], |
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"attention_probs_dropout_prob": 0.1, |
|
"classifier_dropout": null, |
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"gradient_checkpointing": false, |
|
"hidden_act": "gelu", |
|
"hidden_dropout_prob": 0.1, |
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"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", |
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"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 |
|
} |
|
|