|
{ |
|
"_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", |
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"47": "I-PIN", |
|
"48": "B-DATE", |
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"49": "I-DATE", |
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"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" |
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}, |
|
"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 |
|
} |
|
|