PII Filtering Model Shield 82M
·2026.04.25 19:21
Key point
An open-source 82M-scale model that detects and removes personally identifiable information (PII) from multilingual text has been released.
Details
Developed by fine-tuning distilroberta-base, Shield 82M is a model that identifies and filters various types of PII (Personally Identifiable Information) in text.
Key features are as follows:
- Multilingual Support: Can detect personal information in text across various languages, including English and French.
- Detection of Various Items: Handles various types of personal information such as names, emails, phone numbers, and addresses.
- High Accuracy: Recorded approximately 96% accuracy in testing.
- Lightweight Model: Designed at 82M parameters for efficient inference.
The model has been released as open source and is available on Hugging Face.
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