README.md

metadata

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