h2oai/

deberta_finetuned_pii

| Category               | Data                                                                                   |
|------------------------|----------------------------------------------------------------------------------------|
| Account-related information | Account name, account number, and transaction amounts                             |
| Banking details        | BIC, IBAN, and Bitcoin or Ethereum addresses                                           |
| Personal information   | Full name, first name, middle name, last name, gender, and date of birth               |
| Contact information    | Email, phone number, and street address (including building number, city, county, state, and zip code) |
| Job-related data       | Job title, job area, job descriptor, and job type                                      |
| Financial data         | Credit card number, issuer, CVV, and currency information (code, name, and symbol)     |
| Digital identifiers    | IP addresses (IPv4 and IPv6), MAC addresses, and user agents                           |
| Online presence        | URL, usernames, and passwords                                                          |
| Other sensitive data   | SSN, vehicle VIN and VRM, phone IMEI, and nearby GPS coordinates                       |

from transformers import pipeline
gen = pipeline("token-classification", "h2oai/deberta_finetuned_pii", device=-1)

text = "My name is John and I live in California."
output = gen(text, aggregation_strategy="first")