Member-only story
Protect Your Sensitive Data with Piiranha-v1
Are you worried about protecting your users’ sensitive data from unauthorized access? Piiranha-v1 can help. It is a strong and accurate open model for detecting Personally Identifiable Information (PII).
if you are not a premium member, you can read it from here.
Piiranha-v1 is released under the MIT License, which is very permissive. It is a small encoder model with 280M parameters and it supports six languages: English, Spanish, French, German, Italian, and Dutch. The model has been fine-tuned to detect PII with very high accuracy.
Top Performance
Piiranha-v1 has very good performance results:
- 98.27% PII token detection rate
- 99.44% classification accuracy
- 100% accuracy for emails and almost perfect for passwords
These results show the model can detect sensitive information very well, making it a good tool for any organization that works with PII.
Supported PII Types
Piiranha-v1 can detect 17 types of PII in six languages, including:
