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ctrimm
/
phi-redact

Token Classification
LiteRT
Core ML
ONNX
Safetensors
English
bert
named-entity-recognition
pii
phi
redaction
de-identification
ner
knowledge-distillation
on-device
Model card Files
xet
 Community
Cory Trimm commited on
Commit
a5e4184
·
verified ·
1 Parent(s): d90b0b4

Preserve v8 as versioned files (v9 ship)

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  1. config-v8.json +290 -0
config-v8.json ADDED
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1
+ {
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+ "add_cross_attention": false,
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+ "architectures": [
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+ "BertForTokenClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "bos_token_id": null,
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+ "classifier_dropout": null,
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+ "dtype": "float32",
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+ "eos_token_id": null,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 256,
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+ "id2label": {
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+ "0": "O",
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+ "1": "B-ACCOUNT",
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+ "2": "I-ACCOUNT",
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+ "3": "E-ACCOUNT",
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+ "4": "S-ACCOUNT",
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+ "5": "B-ADDRESS",
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+ "6": "I-ADDRESS",
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+ "7": "E-ADDRESS",
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+ "8": "S-ADDRESS",
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+ "9": "B-AGE",
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+ "10": "I-AGE",
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+ "11": "E-AGE",
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+ "12": "S-AGE",
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+ "13": "B-CITY",
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+ "14": "I-CITY",
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+ "15": "E-CITY",
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+ "16": "S-CITY",
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+ "17": "B-COUNTRY",
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+ "18": "I-COUNTRY",
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+ "19": "E-COUNTRY",
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+ "20": "S-COUNTRY",
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+ "21": "B-CREDITCARD",
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+ "22": "I-CREDITCARD",
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+ "23": "E-CREDITCARD",
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+ "24": "S-CREDITCARD",
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+ "25": "B-DATE",
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+ "26": "I-DATE",
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+ "27": "E-DATE",
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+ "28": "S-DATE",
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+ "29": "B-DEVICE",
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+ "30": "I-DEVICE",
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+ "31": "E-DEVICE",
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+ "32": "S-DEVICE",
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+ "33": "B-EMAIL",
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+ "34": "I-EMAIL",
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+ "35": "E-EMAIL",
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+ "36": "S-EMAIL",
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+ "37": "B-EMPLOYER",
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+ "38": "I-EMPLOYER",
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+ "39": "E-EMPLOYER",
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+ "40": "S-EMPLOYER",
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+ "41": "B-FAX",
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+ "42": "I-FAX",
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+ "43": "E-FAX",
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+ "44": "S-FAX",
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+ "45": "B-GOVERNMENT_ID",
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+ "46": "I-GOVERNMENT_ID",
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+ "47": "E-GOVERNMENT_ID",
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+ "48": "S-GOVERNMENT_ID",
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+ "49": "B-HEALTHPLAN",
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+ "50": "I-HEALTHPLAN",
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+ "51": "E-HEALTHPLAN",
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+ "52": "S-HEALTHPLAN",
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+ "53": "B-HOSPITAL",
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+ "54": "I-HOSPITAL",
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+ "55": "E-HOSPITAL",
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+ "56": "S-HOSPITAL",
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+ "57": "B-IBAN",
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+ "58": "I-IBAN",
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+ "59": "E-IBAN",
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+ "60": "S-IBAN",
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+ "61": "B-IDNUM",
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+ "62": "I-IDNUM",
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+ "63": "E-IDNUM",
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+ "64": "S-IDNUM",
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+ "65": "B-IP",
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+ "66": "I-IP",
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+ "67": "E-IP",
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+ "68": "S-IP",
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+ "69": "B-LICENSE",
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+ "70": "I-LICENSE",
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+ "71": "E-LICENSE",
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+ "72": "S-LICENSE",
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+ "73": "B-MRN",
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+ "74": "I-MRN",
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+ "75": "E-MRN",
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+ "76": "S-MRN",
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+ "77": "B-NAME_FAMILY",
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+ "78": "I-NAME_FAMILY",
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+ "79": "E-NAME_FAMILY",
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+ "80": "S-NAME_FAMILY",
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+ "81": "B-NAME_PATIENT",
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+ "82": "I-NAME_PATIENT",
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+ "83": "E-NAME_PATIENT",
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+ "84": "S-NAME_PATIENT",
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+ "85": "B-NAME_PROVIDER",
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+ "86": "I-NAME_PROVIDER",
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+ "87": "E-NAME_PROVIDER",
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+ "88": "S-NAME_PROVIDER",
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+ "89": "B-PASSPORT",
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+ "90": "I-PASSPORT",
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+ "91": "E-PASSPORT",
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+ "92": "S-PASSPORT",
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+ "93": "B-PHONE",
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+ "94": "I-PHONE",
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+ "95": "E-PHONE",
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+ "96": "S-PHONE",
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+ "97": "B-PROFESSION",
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+ "98": "I-PROFESSION",
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+ "99": "E-PROFESSION",
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+ "100": "S-PROFESSION",
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+ "101": "B-ROUTING_NUMBER",
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+ "102": "I-ROUTING_NUMBER",
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+ "103": "E-ROUTING_NUMBER",
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+ "104": "S-ROUTING_NUMBER",
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+ "105": "B-SSN",
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+ "106": "I-SSN",
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+ "107": "E-SSN",
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+ "108": "S-SSN",
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+ "109": "B-STATE",
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+ "110": "I-STATE",
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+ "111": "E-STATE",
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+ "112": "S-STATE",
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+ "113": "B-TAX_ID",
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+ "114": "I-TAX_ID",
130
+ "115": "E-TAX_ID",
131
+ "116": "S-TAX_ID",
132
+ "117": "B-URL",
133
+ "118": "I-URL",
134
+ "119": "E-URL",
135
+ "120": "S-URL",
136
+ "121": "B-VIN",
137
+ "122": "I-VIN",
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+ "123": "E-VIN",
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+ "124": "S-VIN",
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+ "125": "B-ZIP",
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+ "126": "I-ZIP",
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+ "127": "E-ZIP",
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+ "128": "S-ZIP"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 1024,
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+ "is_decoder": false,
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+ "label2id": {
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+ "B-ACCOUNT": 1,
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+ "B-ADDRESS": 5,
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+ "B-AGE": 9,
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+ "B-CITY": 13,
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+ "B-COUNTRY": 17,
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+ "B-CREDITCARD": 21,
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+ "B-DATE": 25,
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+ "B-DEVICE": 29,
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+ "B-EMAIL": 33,
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+ "B-EMPLOYER": 37,
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+ "B-FAX": 41,
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+ "B-GOVERNMENT_ID": 45,
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+ "B-HEALTHPLAN": 49,
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+ "B-HOSPITAL": 53,
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+ "B-IBAN": 57,
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+ "B-IDNUM": 61,
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+ "B-IP": 65,
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+ "B-LICENSE": 69,
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+ "B-MRN": 73,
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+ "B-NAME_FAMILY": 77,
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+ "B-NAME_PATIENT": 81,
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+ "B-NAME_PROVIDER": 85,
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+ "B-PASSPORT": 89,
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+ "B-PHONE": 93,
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+ "B-PROFESSION": 97,
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+ "B-ROUTING_NUMBER": 101,
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+ "B-SSN": 105,
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+ "B-STATE": 109,
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+ "B-TAX_ID": 113,
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+ "B-URL": 117,
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+ "B-VIN": 121,
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+ "B-ZIP": 125,
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+ "E-ACCOUNT": 3,
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+ "E-ADDRESS": 7,
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+ "E-AGE": 11,
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+ "E-CITY": 15,
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+ "E-COUNTRY": 19,
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+ "E-CREDITCARD": 23,
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+ "E-DATE": 27,
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+ "E-DEVICE": 31,
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+ "E-EMAIL": 35,
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+ "E-EMPLOYER": 39,
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+ "E-FAX": 43,
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+ "E-GOVERNMENT_ID": 47,
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+ "E-HEALTHPLAN": 51,
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+ "E-HOSPITAL": 55,
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+ "E-IBAN": 59,
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+ "E-IDNUM": 63,
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+ "E-IP": 67,
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+ "E-LICENSE": 71,
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+ "E-MRN": 75,
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+ "E-NAME_FAMILY": 79,
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+ "E-NAME_PATIENT": 83,
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+ "E-NAME_PROVIDER": 87,
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+ "E-PASSPORT": 91,
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+ "E-PHONE": 95,
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+ "E-PROFESSION": 99,
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+ "E-ROUTING_NUMBER": 103,
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+ "E-SSN": 107,
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+ "E-STATE": 111,
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+ "E-TAX_ID": 115,
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+ "E-URL": 119,
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+ "E-VIN": 123,
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+ "E-ZIP": 127,
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+ "I-ACCOUNT": 2,
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+ "I-ADDRESS": 6,
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+ "I-AGE": 10,
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+ "I-CITY": 14,
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+ "I-COUNTRY": 18,
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+ "I-CREDITCARD": 22,
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+ "I-DATE": 26,
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+ "I-DEVICE": 30,
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+ "I-EMAIL": 34,
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+ "I-EMPLOYER": 38,
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+ "I-FAX": 42,
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+ "I-GOVERNMENT_ID": 46,
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+ "I-HEALTHPLAN": 50,
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+ "I-HOSPITAL": 54,
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+ "I-IBAN": 58,
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+ "I-IDNUM": 62,
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+ "I-IP": 66,
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+ "I-LICENSE": 70,
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+ "I-MRN": 74,
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+ "I-NAME_FAMILY": 78,
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+ "I-NAME_PATIENT": 82,
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+ "I-NAME_PROVIDER": 86,
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+ "I-PASSPORT": 90,
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+ "I-PHONE": 94,
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+ "I-PROFESSION": 98,
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+ "I-ROUTING_NUMBER": 102,
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+ "I-SSN": 106,
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+ "I-STATE": 110,
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+ "I-TAX_ID": 114,
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+ "I-URL": 118,
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+ "I-VIN": 122,
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+ "I-ZIP": 126,
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+ "O": 0,
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+ "S-ACCOUNT": 4,
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+ "S-ADDRESS": 8,
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+ "S-AGE": 12,
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+ "S-CITY": 16,
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+ "S-COUNTRY": 20,
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+ "S-CREDITCARD": 24,
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+ "S-DATE": 28,
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+ "S-DEVICE": 32,
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+ "S-EMAIL": 36,
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+ "S-EMPLOYER": 40,
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+ "S-FAX": 44,
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+ "S-GOVERNMENT_ID": 48,
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+ "S-HEALTHPLAN": 52,
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+ "S-HOSPITAL": 56,
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+ "S-IDNUM": 64,
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+ "S-IP": 68,
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+ "S-LICENSE": 72,
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+ "S-MRN": 76,
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+ "S-NAME_FAMILY": 80,
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+ "S-NAME_PATIENT": 84,
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+ "S-NAME_PROVIDER": 88,
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+ "S-PASSPORT": 92,
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+ "S-PHONE": 96,
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+ "S-PROFESSION": 100,
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+ "S-ROUTING_NUMBER": 104,
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+ "S-SSN": 108,
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+ "S-STATE": 112,
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+ "S-TAX_ID": 116,
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+ "S-URL": 120,
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+ "S-VIN": 124,
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+ "S-ZIP": 128
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 512,
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+ "model_type": "bert",
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+ "num_attention_heads": 4,
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+ "num_hidden_layers": 4,
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+ "pad_token_id": 0,
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+ "tie_word_embeddings": true,
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+ "transformers_version": "5.17.0",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 30522
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+ }