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
| { | |
| "category_version": "nemotron_fine_v1", | |
| "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" | |
| ] | |
| } |