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metadata 
title: PII Masking Demo
emoji: 🔒
colorFrom: blue
colorTo: purple
sdk: docker
app_port: 7860
pinned: false
license: mit

🔒 PII Masking Demo

A comprehensive demo for Personal Identifiable Information (PII) masking using multiple approaches:

  • BERT Token Classification - Fast local inference
  • Mistral Prompting - High accuracy via API
  • Mistral Fine-tuned - Best performance via API

Features

  • Multiple Methods - Compare different PII masking approaches
  • Real-time Processing - Instant text masking
  • Performance Metrics - Processing time and entity counts
  • User-friendly Interface - Simple copy-paste workflow

Technology Stack

  • Backend: FastAPI
  • Frontend: HTML/CSS/JavaScript
  • Models: DistilBERT, Mistral 7B
  • Deployment: Docker on HuggingFace Spaces