---
title: Fake News Detector
emoji: 💻
colorFrom: indigo
colorTo: blue
sdk: streamlit
sdk_version: 1.49.1
app_file: app.py
pinned: false
---
# Fake News Detector

This project is a Fake News Detection system using DistilBERT and PyTorch, with a Streamlit web app for user interaction.

## Features
- Data preprocessing and visualization (Jupyter Notebook)
- Model training using DistilBERT embeddings
- Streamlit app for real-time news classification

## Files
- `Fakke_news_detector.ipynb`: Data analysis, preprocessing, model training
- `app.py`: Streamlit web app for fake news detection
- `News_classifier.pt`: Trained PyTorch model weights
- `tokenizer_distilbert/`: Saved tokenizer files