Token Classification
Transformers
Safetensors
openai_privacy_filter
privacy
pii
ner
redaction
nemotron
openmed
openai-privacy-filter
Instructions to use OpenMed/privacy-filter-nemotron-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use OpenMed/privacy-filter-nemotron-v2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="OpenMed/privacy-filter-nemotron-v2")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("OpenMed/privacy-filter-nemotron-v2") model = AutoModelForTokenClassification.from_pretrained("OpenMed/privacy-filter-nemotron-v2") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "OpenAIPrivacyFilterForTokenClassification" | |
| ], | |
| "attention_bias": true, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": null, | |
| "classifier_dropout": 0.0, | |
| "default_n_ctx": 128000, | |
| "dtype": "bfloat16", | |
| "eos_token_id": 199999, | |
| "head_dim": 64, | |
| "hidden_act": "silu", | |
| "hidden_size": 640, | |
| "id2label": { | |
| "0": "O", | |
| "1": "B-account_number", | |
| "2": "I-account_number", | |
| "3": "E-account_number", | |
| "4": "S-account_number", | |
| "5": "B-age", | |
| "6": "I-age", | |
| "7": "E-age", | |
| "8": "S-age", | |
| "9": "B-api_key", | |
| "10": "I-api_key", | |
| "11": "E-api_key", | |
| "12": "S-api_key", | |
| "13": "B-bank_routing_number", | |
| "14": "I-bank_routing_number", | |
| "15": "E-bank_routing_number", | |
| "16": "S-bank_routing_number", | |
| "17": "B-biometric_identifier", | |
| "18": "I-biometric_identifier", | |
| "19": "E-biometric_identifier", | |
| "20": "S-biometric_identifier", | |
| "21": "B-blood_type", | |
| "22": "I-blood_type", | |
| "23": "E-blood_type", | |
| "24": "S-blood_type", | |
| "25": "B-certificate_license_number", | |
| "26": "I-certificate_license_number", | |
| "27": "E-certificate_license_number", | |
| "28": "S-certificate_license_number", | |
| "29": "B-city", | |
| "30": "I-city", | |
| "31": "E-city", | |
| "32": "S-city", | |
| "33": "B-company_name", | |
| "34": "I-company_name", | |
| "35": "E-company_name", | |
| "36": "S-company_name", | |
| "37": "B-coordinate", | |
| "38": "I-coordinate", | |
| "39": "E-coordinate", | |
| "40": "S-coordinate", | |
| "41": "B-country", | |
| "42": "I-country", | |
| "43": "E-country", | |
| "44": "S-country", | |
| "45": "B-county", | |
| "46": "I-county", | |
| "47": "E-county", | |
| "48": "S-county", | |
| "49": "B-credit_debit_card", | |
| "50": "I-credit_debit_card", | |
| "51": "E-credit_debit_card", | |
| "52": "S-credit_debit_card", | |
| "53": "B-customer_id", | |
| "54": "I-customer_id", | |
| "55": "E-customer_id", | |
| "56": "S-customer_id", | |
| "57": "B-cvv", | |
| "58": "I-cvv", | |
| "59": "E-cvv", | |
| "60": "S-cvv", | |
| "61": "B-date", | |
| "62": "I-date", | |
| "63": "E-date", | |
| "64": "S-date", | |
| "65": "B-date_of_birth", | |
| "66": "I-date_of_birth", | |
| "67": "E-date_of_birth", | |
| "68": "S-date_of_birth", | |
| "69": "B-date_time", | |
| "70": "I-date_time", | |
| "71": "E-date_time", | |
| "72": "S-date_time", | |
| "73": "B-device_identifier", | |
| "74": "I-device_identifier", | |
| "75": "E-device_identifier", | |
| "76": "S-device_identifier", | |
| "77": "B-education_level", | |
| "78": "I-education_level", | |
| "79": "E-education_level", | |
| "80": "S-education_level", | |
| "81": "B-email", | |
| "82": "I-email", | |
| "83": "E-email", | |
| "84": "S-email", | |
| "85": "B-employee_id", | |
| "86": "I-employee_id", | |
| "87": "E-employee_id", | |
| "88": "S-employee_id", | |
| "89": "B-employment_status", | |
| "90": "I-employment_status", | |
| "91": "E-employment_status", | |
| "92": "S-employment_status", | |
| "93": "B-fax_number", | |
| "94": "I-fax_number", | |
| "95": "E-fax_number", | |
| "96": "S-fax_number", | |
| "97": "B-first_name", | |
| "98": "I-first_name", | |
| "99": "E-first_name", | |
| "100": "S-first_name", | |
| "101": "B-gender", | |
| "102": "I-gender", | |
| "103": "E-gender", | |
| "104": "S-gender", | |
| "105": "B-health_plan_beneficiary_number", | |
| "106": "I-health_plan_beneficiary_number", | |
| "107": "E-health_plan_beneficiary_number", | |
| "108": "S-health_plan_beneficiary_number", | |
| "109": "B-http_cookie", | |
| "110": "I-http_cookie", | |
| "111": "E-http_cookie", | |
| "112": "S-http_cookie", | |
| "113": "B-ipv4", | |
| "114": "I-ipv4", | |
| "115": "E-ipv4", | |
| "116": "S-ipv4", | |
| "117": "B-ipv6", | |
| "118": "I-ipv6", | |
| "119": "E-ipv6", | |
| "120": "S-ipv6", | |
| "121": "B-language", | |
| "122": "I-language", | |
| "123": "E-language", | |
| "124": "S-language", | |
| "125": "B-last_name", | |
| "126": "I-last_name", | |
| "127": "E-last_name", | |
| "128": "S-last_name", | |
| "129": "B-license_plate", | |
| "130": "I-license_plate", | |
| "131": "E-license_plate", | |
| "132": "S-license_plate", | |
| "133": "B-mac_address", | |
| "134": "I-mac_address", | |
| "135": "E-mac_address", | |
| "136": "S-mac_address", | |
| "137": "B-medical_record_number", | |
| "138": "I-medical_record_number", | |
| "139": "E-medical_record_number", | |
| "140": "S-medical_record_number", | |
| "141": "B-national_id", | |
| "142": "I-national_id", | |
| "143": "E-national_id", | |
| "144": "S-national_id", | |
| "145": "B-occupation", | |
| "146": "I-occupation", | |
| "147": "E-occupation", | |
| "148": "S-occupation", | |
| "149": "B-password", | |
| "150": "I-password", | |
| "151": "E-password", | |
| "152": "S-password", | |
| "153": "B-phone_number", | |
| "154": "I-phone_number", | |
| "155": "E-phone_number", | |
| "156": "S-phone_number", | |
| "157": "B-pin", | |
| "158": "I-pin", | |
| "159": "E-pin", | |
| "160": "S-pin", | |
| "161": "B-political_view", | |
| "162": "I-political_view", | |
| "163": "E-political_view", | |
| "164": "S-political_view", | |
| "165": "B-postcode", | |
| "166": "I-postcode", | |
| "167": "E-postcode", | |
| "168": "S-postcode", | |
| "169": "B-race_ethnicity", | |
| "170": "I-race_ethnicity", | |
| "171": "E-race_ethnicity", | |
| "172": "S-race_ethnicity", | |
| "173": "B-religious_belief", | |
| "174": "I-religious_belief", | |
| "175": "E-religious_belief", | |
| "176": "S-religious_belief", | |
| "177": "B-sexuality", | |
| "178": "I-sexuality", | |
| "179": "E-sexuality", | |
| "180": "S-sexuality", | |
| "181": "B-ssn", | |
| "182": "I-ssn", | |
| "183": "E-ssn", | |
| "184": "S-ssn", | |
| "185": "B-state", | |
| "186": "I-state", | |
| "187": "E-state", | |
| "188": "S-state", | |
| "189": "B-street_address", | |
| "190": "I-street_address", | |
| "191": "E-street_address", | |
| "192": "S-street_address", | |
| "193": "B-swift_bic", | |
| "194": "I-swift_bic", | |
| "195": "E-swift_bic", | |
| "196": "S-swift_bic", | |
| "197": "B-tax_id", | |
| "198": "I-tax_id", | |
| "199": "E-tax_id", | |
| "200": "S-tax_id", | |
| "201": "B-time", | |
| "202": "I-time", | |
| "203": "E-time", | |
| "204": "S-time", | |
| "205": "B-unique_id", | |
| "206": "I-unique_id", | |
| "207": "E-unique_id", | |
| "208": "S-unique_id", | |
| "209": "B-url", | |
| "210": "I-url", | |
| "211": "E-url", | |
| "212": "S-url", | |
| "213": "B-user_name", | |
| "214": "I-user_name", | |
| "215": "E-user_name", | |
| "216": "S-user_name", | |
| "217": "B-vehicle_identifier", | |
| "218": "I-vehicle_identifier", | |
| "219": "E-vehicle_identifier", | |
| "220": "S-vehicle_identifier" | |
| }, | |
| "initial_context_length": 4096, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 640, | |
| "label2id": { | |
| "O": 0, | |
| "B-account_number": 1, | |
| "I-account_number": 2, | |
| "E-account_number": 3, | |
| "S-account_number": 4, | |
| "B-age": 5, | |
| "I-age": 6, | |
| "E-age": 7, | |
| "S-age": 8, | |
| "B-api_key": 9, | |
| "I-api_key": 10, | |
| "E-api_key": 11, | |
| "S-api_key": 12, | |
| "B-bank_routing_number": 13, | |
| "I-bank_routing_number": 14, | |
| "E-bank_routing_number": 15, | |
| "S-bank_routing_number": 16, | |
| "B-biometric_identifier": 17, | |
| "I-biometric_identifier": 18, | |
| "E-biometric_identifier": 19, | |
| "S-biometric_identifier": 20, | |
| "B-blood_type": 21, | |
| "I-blood_type": 22, | |
| "E-blood_type": 23, | |
| "S-blood_type": 24, | |
| "B-certificate_license_number": 25, | |
| "I-certificate_license_number": 26, | |
| "E-certificate_license_number": 27, | |
| "S-certificate_license_number": 28, | |
| "B-city": 29, | |
| "I-city": 30, | |
| "E-city": 31, | |
| "S-city": 32, | |
| "B-company_name": 33, | |
| "I-company_name": 34, | |
| "E-company_name": 35, | |
| "S-company_name": 36, | |
| "B-coordinate": 37, | |
| "I-coordinate": 38, | |
| "E-coordinate": 39, | |
| "S-coordinate": 40, | |
| "B-country": 41, | |
| "I-country": 42, | |
| "E-country": 43, | |
| "S-country": 44, | |
| "B-county": 45, | |
| "I-county": 46, | |
| "E-county": 47, | |
| "S-county": 48, | |
| "B-credit_debit_card": 49, | |
| "I-credit_debit_card": 50, | |
| "E-credit_debit_card": 51, | |
| "S-credit_debit_card": 52, | |
| "B-customer_id": 53, | |
| "I-customer_id": 54, | |
| "E-customer_id": 55, | |
| "S-customer_id": 56, | |
| "B-cvv": 57, | |
| "I-cvv": 58, | |
| "E-cvv": 59, | |
| "S-cvv": 60, | |
| "B-date": 61, | |
| "I-date": 62, | |
| "E-date": 63, | |
| "S-date": 64, | |
| "B-date_of_birth": 65, | |
| "I-date_of_birth": 66, | |
| "E-date_of_birth": 67, | |
| "S-date_of_birth": 68, | |
| "B-date_time": 69, | |
| "I-date_time": 70, | |
| "E-date_time": 71, | |
| "S-date_time": 72, | |
| "B-device_identifier": 73, | |
| "I-device_identifier": 74, | |
| "E-device_identifier": 75, | |
| "S-device_identifier": 76, | |
| "B-education_level": 77, | |
| "I-education_level": 78, | |
| "E-education_level": 79, | |
| "S-education_level": 80, | |
| "B-email": 81, | |
| "I-email": 82, | |
| "E-email": 83, | |
| "S-email": 84, | |
| "B-employee_id": 85, | |
| "I-employee_id": 86, | |
| "E-employee_id": 87, | |
| "S-employee_id": 88, | |
| "B-employment_status": 89, | |
| "I-employment_status": 90, | |
| "E-employment_status": 91, | |
| "S-employment_status": 92, | |
| "B-fax_number": 93, | |
| "I-fax_number": 94, | |
| "E-fax_number": 95, | |
| "S-fax_number": 96, | |
| "B-first_name": 97, | |
| "I-first_name": 98, | |
| "E-first_name": 99, | |
| "S-first_name": 100, | |
| "B-gender": 101, | |
| "I-gender": 102, | |
| "E-gender": 103, | |
| "S-gender": 104, | |
| "B-health_plan_beneficiary_number": 105, | |
| "I-health_plan_beneficiary_number": 106, | |
| "E-health_plan_beneficiary_number": 107, | |
| "S-health_plan_beneficiary_number": 108, | |
| "B-http_cookie": 109, | |
| "I-http_cookie": 110, | |
| "E-http_cookie": 111, | |
| "S-http_cookie": 112, | |
| "B-ipv4": 113, | |
| "I-ipv4": 114, | |
| "E-ipv4": 115, | |
| "S-ipv4": 116, | |
| "B-ipv6": 117, | |
| "I-ipv6": 118, | |
| "E-ipv6": 119, | |
| "S-ipv6": 120, | |
| "B-language": 121, | |
| "I-language": 122, | |
| "E-language": 123, | |
| "S-language": 124, | |
| "B-last_name": 125, | |
| "I-last_name": 126, | |
| "E-last_name": 127, | |
| "S-last_name": 128, | |
| "B-license_plate": 129, | |
| "I-license_plate": 130, | |
| "E-license_plate": 131, | |
| "S-license_plate": 132, | |
| "B-mac_address": 133, | |
| "I-mac_address": 134, | |
| "E-mac_address": 135, | |
| "S-mac_address": 136, | |
| "B-medical_record_number": 137, | |
| "I-medical_record_number": 138, | |
| "E-medical_record_number": 139, | |
| "S-medical_record_number": 140, | |
| "B-national_id": 141, | |
| "I-national_id": 142, | |
| "E-national_id": 143, | |
| "S-national_id": 144, | |
| "B-occupation": 145, | |
| "I-occupation": 146, | |
| "E-occupation": 147, | |
| "S-occupation": 148, | |
| "B-password": 149, | |
| "I-password": 150, | |
| "E-password": 151, | |
| "S-password": 152, | |
| "B-phone_number": 153, | |
| "I-phone_number": 154, | |
| "E-phone_number": 155, | |
| "S-phone_number": 156, | |
| "B-pin": 157, | |
| "I-pin": 158, | |
| "E-pin": 159, | |
| "S-pin": 160, | |
| "B-political_view": 161, | |
| "I-political_view": 162, | |
| "E-political_view": 163, | |
| "S-political_view": 164, | |
| "B-postcode": 165, | |
| "I-postcode": 166, | |
| "E-postcode": 167, | |
| "S-postcode": 168, | |
| "B-race_ethnicity": 169, | |
| "I-race_ethnicity": 170, | |
| "E-race_ethnicity": 171, | |
| "S-race_ethnicity": 172, | |
| "B-religious_belief": 173, | |
| "I-religious_belief": 174, | |
| "E-religious_belief": 175, | |
| "S-religious_belief": 176, | |
| "B-sexuality": 177, | |
| "I-sexuality": 178, | |
| "E-sexuality": 179, | |
| "S-sexuality": 180, | |
| "B-ssn": 181, | |
| "I-ssn": 182, | |
| "E-ssn": 183, | |
| "S-ssn": 184, | |
| "B-state": 185, | |
| "I-state": 186, | |
| "E-state": 187, | |
| "S-state": 188, | |
| "B-street_address": 189, | |
| "I-street_address": 190, | |
| "E-street_address": 191, | |
| "S-street_address": 192, | |
| "B-swift_bic": 193, | |
| "I-swift_bic": 194, | |
| "E-swift_bic": 195, | |
| "S-swift_bic": 196, | |
| "B-tax_id": 197, | |
| "I-tax_id": 198, | |
| "E-tax_id": 199, | |
| "S-tax_id": 200, | |
| "B-time": 201, | |
| "I-time": 202, | |
| "E-time": 203, | |
| "S-time": 204, | |
| "B-unique_id": 205, | |
| "I-unique_id": 206, | |
| "E-unique_id": 207, | |
| "S-unique_id": 208, | |
| "B-url": 209, | |
| "I-url": 210, | |
| "E-url": 211, | |
| "S-url": 212, | |
| "B-user_name": 213, | |
| "I-user_name": 214, | |
| "E-user_name": 215, | |
| "S-user_name": 216, | |
| "B-vehicle_identifier": 217, | |
| "I-vehicle_identifier": 218, | |
| "E-vehicle_identifier": 219, | |
| "S-vehicle_identifier": 220 | |
| }, | |
| "max_position_embeddings": 131072, | |
| "model_type": "openai_privacy_filter", | |
| "num_attention_heads": 14, | |
| "num_experts_per_tok": 4, | |
| "num_hidden_layers": 8, | |
| "num_key_value_heads": 2, | |
| "num_local_experts": 128, | |
| "output_router_logits": false, | |
| "pad_token_id": 199999, | |
| "rms_norm_eps": 1e-05, | |
| "rope_parameters": { | |
| "beta_fast": 32.0, | |
| "beta_slow": 1.0, | |
| "factor": 32.0, | |
| "original_max_position_embeddings": 4096, | |
| "rope_theta": 150000.0, | |
| "rope_type": "yarn", | |
| "truncate": false | |
| }, | |
| "router_aux_loss_coef": 0.001, | |
| "sliding_window": 128, | |
| "tie_word_embeddings": false, | |
| "transformers_version": "5.6.0.dev0", | |
| "use_cache": true, | |
| "vocab_size": 200064, | |
| "transformers.js_config": { | |
| "use_external_data_format": { | |
| "model.onnx": 3, | |
| "model_fp16.onnx": 2, | |
| "model": 1 | |
| } | |
| }, | |
| "num_labels": 221, | |
| "opf_metadata": { | |
| "category_version": "nemotron_fine_v1", | |
| "encoding": "o200k_base", | |
| "span_class_names": [ | |
| "O", | |
| "account_number", | |
| "age", | |
| "api_key", | |
| "bank_routing_number", | |
| "biometric_identifier", | |
| "blood_type", | |
| "certificate_license_number", | |
| "city", | |
| "company_name", | |
| "coordinate", | |
| "country", | |
| "county", | |
| "credit_debit_card", | |
| "customer_id", | |
| "cvv", | |
| "date", | |
| "date_of_birth", | |
| "date_time", | |
| "device_identifier", | |
| "education_level", | |
| "email", | |
| "employee_id", | |
| "employment_status", | |
| "fax_number", | |
| "first_name", | |
| "gender", | |
| "health_plan_beneficiary_number", | |
| "http_cookie", | |
| "ipv4", | |
| "ipv6", | |
| "language", | |
| "last_name", | |
| "license_plate", | |
| "mac_address", | |
| "medical_record_number", | |
| "national_id", | |
| "occupation", | |
| "password", | |
| "phone_number", | |
| "pin", | |
| "political_view", | |
| "postcode", | |
| "race_ethnicity", | |
| "religious_belief", | |
| "sexuality", | |
| "ssn", | |
| "state", | |
| "street_address", | |
| "swift_bic", | |
| "tax_id", | |
| "time", | |
| "unique_id", | |
| "url", | |
| "user_name", | |
| "vehicle_identifier" | |
| ], | |
| "ner_class_names": [ | |
| "O", | |
| "B-account_number", | |
| "I-account_number", | |
| "E-account_number", | |
| "S-account_number", | |
| "B-age", | |
| "I-age", | |
| "E-age", | |
| "S-age", | |
| "B-api_key", | |
| "I-api_key", | |
| "E-api_key", | |
| "S-api_key", | |
| "B-bank_routing_number", | |
| "I-bank_routing_number", | |
| "E-bank_routing_number", | |
| "S-bank_routing_number", | |
| "B-biometric_identifier", | |
| "I-biometric_identifier", | |
| "E-biometric_identifier", | |
| "S-biometric_identifier", | |
| "B-blood_type", | |
| "I-blood_type", | |
| "E-blood_type", | |
| "S-blood_type", | |
| "B-certificate_license_number", | |
| "I-certificate_license_number", | |
| "E-certificate_license_number", | |
| "S-certificate_license_number", | |
| "B-city", | |
| "I-city", | |
| "E-city", | |
| "S-city", | |
| "B-company_name", | |
| "I-company_name", | |
| "E-company_name", | |
| "S-company_name", | |
| "B-coordinate", | |
| "I-coordinate", | |
| "E-coordinate", | |
| "S-coordinate", | |
| "B-country", | |
| "I-country", | |
| "E-country", | |
| "S-country", | |
| "B-county", | |
| "I-county", | |
| "E-county", | |
| "S-county", | |
| "B-credit_debit_card", | |
| "I-credit_debit_card", | |
| "E-credit_debit_card", | |
| "S-credit_debit_card", | |
| "B-customer_id", | |
| "I-customer_id", | |
| "E-customer_id", | |
| "S-customer_id", | |
| "B-cvv", | |
| "I-cvv", | |
| "E-cvv", | |
| "S-cvv", | |
| "B-date", | |
| "I-date", | |
| "E-date", | |
| "S-date", | |
| "B-date_of_birth", | |
| "I-date_of_birth", | |
| "E-date_of_birth", | |
| "S-date_of_birth", | |
| "B-date_time", | |
| "I-date_time", | |
| "E-date_time", | |
| "S-date_time", | |
| "B-device_identifier", | |
| "I-device_identifier", | |
| "E-device_identifier", | |
| "S-device_identifier", | |
| "B-education_level", | |
| "I-education_level", | |
| "E-education_level", | |
| "S-education_level", | |
| "B-email", | |
| "I-email", | |
| "E-email", | |
| "S-email", | |
| "B-employee_id", | |
| "I-employee_id", | |
| "E-employee_id", | |
| "S-employee_id", | |
| "B-employment_status", | |
| "I-employment_status", | |
| "E-employment_status", | |
| "S-employment_status", | |
| "B-fax_number", | |
| "I-fax_number", | |
| "E-fax_number", | |
| "S-fax_number", | |
| "B-first_name", | |
| "I-first_name", | |
| "E-first_name", | |
| "S-first_name", | |
| "B-gender", | |
| "I-gender", | |
| "E-gender", | |
| "S-gender", | |
| "B-health_plan_beneficiary_number", | |
| "I-health_plan_beneficiary_number", | |
| "E-health_plan_beneficiary_number", | |
| "S-health_plan_beneficiary_number", | |
| "B-http_cookie", | |
| "I-http_cookie", | |
| "E-http_cookie", | |
| "S-http_cookie", | |
| "B-ipv4", | |
| "I-ipv4", | |
| "E-ipv4", | |
| "S-ipv4", | |
| "B-ipv6", | |
| "I-ipv6", | |
| "E-ipv6", | |
| "S-ipv6", | |
| "B-language", | |
| "I-language", | |
| "E-language", | |
| "S-language", | |
| "B-last_name", | |
| "I-last_name", | |
| "E-last_name", | |
| "S-last_name", | |
| "B-license_plate", | |
| "I-license_plate", | |
| "E-license_plate", | |
| "S-license_plate", | |
| "B-mac_address", | |
| "I-mac_address", | |
| "E-mac_address", | |
| "S-mac_address", | |
| "B-medical_record_number", | |
| "I-medical_record_number", | |
| "E-medical_record_number", | |
| "S-medical_record_number", | |
| "B-national_id", | |
| "I-national_id", | |
| "E-national_id", | |
| "S-national_id", | |
| "B-occupation", | |
| "I-occupation", | |
| "E-occupation", | |
| "S-occupation", | |
| "B-password", | |
| "I-password", | |
| "E-password", | |
| "S-password", | |
| "B-phone_number", | |
| "I-phone_number", | |
| "E-phone_number", | |
| "S-phone_number", | |
| "B-pin", | |
| "I-pin", | |
| "E-pin", | |
| "S-pin", | |
| "B-political_view", | |
| "I-political_view", | |
| "E-political_view", | |
| "S-political_view", | |
| "B-postcode", | |
| "I-postcode", | |
| "E-postcode", | |
| "S-postcode", | |
| "B-race_ethnicity", | |
| "I-race_ethnicity", | |
| "E-race_ethnicity", | |
| "S-race_ethnicity", | |
| "B-religious_belief", | |
| "I-religious_belief", | |
| "E-religious_belief", | |
| "S-religious_belief", | |
| "B-sexuality", | |
| "I-sexuality", | |
| "E-sexuality", | |
| "S-sexuality", | |
| "B-ssn", | |
| "I-ssn", | |
| "E-ssn", | |
| "S-ssn", | |
| "B-state", | |
| "I-state", | |
| "E-state", | |
| "S-state", | |
| "B-street_address", | |
| "I-street_address", | |
| "E-street_address", | |
| "S-street_address", | |
| "B-swift_bic", | |
| "I-swift_bic", | |
| "E-swift_bic", | |
| "S-swift_bic", | |
| "B-tax_id", | |
| "I-tax_id", | |
| "E-tax_id", | |
| "S-tax_id", | |
| "B-time", | |
| "I-time", | |
| "E-time", | |
| "S-time", | |
| "B-unique_id", | |
| "I-unique_id", | |
| "E-unique_id", | |
| "S-unique_id", | |
| "B-url", | |
| "I-url", | |
| "E-url", | |
| "S-url", | |
| "B-user_name", | |
| "I-user_name", | |
| "E-user_name", | |
| "S-user_name", | |
| "B-vehicle_identifier", | |
| "I-vehicle_identifier", | |
| "E-vehicle_identifier", | |
| "S-vehicle_identifier" | |
| ], | |
| "inference_contract_version": 1 | |
| } | |
| } |