{ "architectures": [ "PiiNerModel" ], "backbone": "microsoft/deberta-v3-xsmall", "char_cnn_filters": [ 50, 50, 50 ], "char_cnn_widths": [ 3, 4, 5 ], "char_embed_dim": 50, "char_vocab_size": 256, "dropout": 0.1, "id2label": { "0": "O", "1": "B-SSN", "2": "I-SSN", "3": "B-CREDIT_CARD", "4": "I-CREDIT_CARD", "5": "B-BANK_ACCOUNT", "6": "I-BANK_ACCOUNT", "7": "B-PASSPORT_NUMBER", "8": "I-PASSPORT_NUMBER", "9": "B-DRIVERS_LICENSE", "10": "I-DRIVERS_LICENSE", "11": "B-TAX_ID", "12": "I-TAX_ID", "13": "B-PERSON", "14": "I-PERSON", "15": "B-EMAIL", "16": "I-EMAIL", "17": "B-PHONE", "18": "I-PHONE", "19": "B-DATE_OF_BIRTH", "20": "I-DATE_OF_BIRTH", "21": "B-STREET_ADDRESS", "22": "I-STREET_ADDRESS", "23": "B-IP_ADDRESS", "24": "I-IP_ADDRESS", "25": "B-USERNAME", "26": "I-USERNAME", "27": "B-DATE", "28": "I-DATE", "29": "B-LOCATION", "30": "I-LOCATION", "31": "B-ORGANIZATION", "32": "I-ORGANIZATION", "33": "B-URL", "34": "I-URL", "35": "B-LICENSE_PLATE", "36": "I-LICENSE_PLATE", "37": "B-AGE", "38": "I-AGE", "39": "B-NATIONALITY", "40": "I-NATIONALITY", "41": "B-GENDER", "42": "I-GENDER", "43": "B-RELIGION", "44": "I-RELIGION", "45": "B-MARITAL_STATUS", "46": "I-MARITAL_STATUS", "47": "B-MEDICAL_RECORD", "48": "I-MEDICAL_RECORD", "49": "B-EMPLOYEE_ID", "50": "I-EMPLOYEE_ID", "51": "B-STUDENT_ID", "52": "I-STUDENT_ID", "53": "B-ACCOUNT_NUMBER", "54": "I-ACCOUNT_NUMBER", "55": "B-PIN", "56": "I-PIN", "57": "B-PASSWORD", "58": "I-PASSWORD", "59": "B-BIOMETRIC", "60": "I-BIOMETRIC", "61": "B-VEHICLE_ID", "62": "I-VEHICLE_ID", "63": "B-DEVICE_ID", "64": "I-DEVICE_ID", "65": "B-CRYPTO_WALLET", "66": "I-CRYPTO_WALLET", "67": "B-IBAN", "68": "I-IBAN", "69": "B-SWIFT_CODE", "70": "I-SWIFT_CODE", "71": "B-INSURANCE_NUMBER", "72": "I-INSURANCE_NUMBER", "73": "B-SALARY", "74": "I-SALARY", "75": "B-CRIMINAL_RECORD", "76": "I-CRIMINAL_RECORD", "77": "B-POLITICAL_AFFILIATION", "78": "I-POLITICAL_AFFILIATION", "79": "B-SEXUAL_ORIENTATION", "80": "I-SEXUAL_ORIENTATION", "81": "B-HEALTH_CONDITION", "82": "I-HEALTH_CONDITION" }, "label2id": { "O": 0, "B-SSN": 1, "I-SSN": 2, "B-CREDIT_CARD": 3, "I-CREDIT_CARD": 4, "B-BANK_ACCOUNT": 5, "I-BANK_ACCOUNT": 6, "B-PASSPORT_NUMBER": 7, "I-PASSPORT_NUMBER": 8, "B-DRIVERS_LICENSE": 9, "I-DRIVERS_LICENSE": 10, "B-TAX_ID": 11, "I-TAX_ID": 12, "B-PERSON": 13, "I-PERSON": 14, "B-EMAIL": 15, "I-EMAIL": 16, "B-PHONE": 17, "I-PHONE": 18, "B-DATE_OF_BIRTH": 19, "I-DATE_OF_BIRTH": 20, "B-STREET_ADDRESS": 21, "I-STREET_ADDRESS": 22, "B-IP_ADDRESS": 23, "I-IP_ADDRESS": 24, "B-USERNAME": 25, "I-USERNAME": 26, "B-DATE": 27, "I-DATE": 28, "B-LOCATION": 29, "I-LOCATION": 30, "B-ORGANIZATION": 31, "I-ORGANIZATION": 32, "B-URL": 33, "I-URL": 34, "B-LICENSE_PLATE": 35, "I-LICENSE_PLATE": 36, "B-AGE": 37, "I-AGE": 38, "B-NATIONALITY": 39, "I-NATIONALITY": 40, "B-GENDER": 41, "I-GENDER": 42, "B-RELIGION": 43, "I-RELIGION": 44, "B-MARITAL_STATUS": 45, "I-MARITAL_STATUS": 46, "B-MEDICAL_RECORD": 47, "I-MEDICAL_RECORD": 48, "B-EMPLOYEE_ID": 49, "I-EMPLOYEE_ID": 50, "B-STUDENT_ID": 51, "I-STUDENT_ID": 52, "B-ACCOUNT_NUMBER": 53, "I-ACCOUNT_NUMBER": 54, "B-PIN": 55, "I-PIN": 56, "B-PASSWORD": 57, "I-PASSWORD": 58, "B-BIOMETRIC": 59, "I-BIOMETRIC": 60, "B-VEHICLE_ID": 61, "I-VEHICLE_ID": 62, "B-DEVICE_ID": 63, "I-DEVICE_ID": 64, "B-CRYPTO_WALLET": 65, "I-CRYPTO_WALLET": 66, "B-IBAN": 67, "I-IBAN": 68, "B-SWIFT_CODE": 69, "I-SWIFT_CODE": 70, "B-INSURANCE_NUMBER": 71, "I-INSURANCE_NUMBER": 72, "B-SALARY": 73, "I-SALARY": 74, "B-CRIMINAL_RECORD": 75, "I-CRIMINAL_RECORD": 76, "B-POLITICAL_AFFILIATION": 77, "I-POLITICAL_AFFILIATION": 78, "B-SEXUAL_ORIENTATION": 79, "I-SEXUAL_ORIENTATION": 80, "B-HEALTH_CONDITION": 81, "I-HEALTH_CONDITION": 82 }, "max_char_len": 20, "model_type": "pii_ner", "torch_dtype": "float32", "transformers_version": "4.45.2", "num_labels": 83 }