Hugging Face's logo

ankitcodes
/
pii_model

Token Classification
Transformers
Safetensors
English
bert
PII
NER
Bert
Token Classification
Eval Results
Inference Endpoints
Model card Files Community

Model can Detect Following Entity Group

  • ACCOUNTNUMBER
  • FIRSTNAME
  • ACCOUNTNAME
  • PHONENUMBER
  • CREDITCARDCVV
  • CREDITCARDISSUER
  • PREFIX
  • LASTNAME
  • AMOUNT
  • DATE
  • DOB
  • COMPANYNAME
  • BUILDINGNUMBER
  • STREET
  • SECONDARYADDRESS
  • STATE
  • EMAIL
  • CITY
  • CREDITCARDNUMBER
  • SSN
  • URL
  • USERNAME
  • PASSWORD
  • COUNTY
  • PIN
  • MIDDLENAME
  • IBAN
  • GENDER
  • AGE
  • ZIPCODE
  • SEX

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2
Downloads last month
122
Safetensors
Model size
109M params
Tensor type
F32
·
Inference Examples
Token Classification
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Model tree for ankitcodes/pii_model

Base model

google-bert/bert-base-cased
Finetuned
(1997)
this model

Evaluation results

View on Papers With Code