A newer version of the Gradio SDK is available:
5.25.1
metadata
title: Sustainable Content Moderation
emoji: 🌍
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 5.15.0
app_file: app.py
pinned: false
Sustainable Content Moderation System
A Gradio-based web application that performs content moderation using a two-tier model approach:
- Lightweight model (DistilBERT) for quick initial assessment
- Advanced model (DeBERTa) for more thorough analysis when needed
Features
- Text content analysis (up to 50 words)
- Adaptive model selection based on confidence threshold
- Real-time processing and results display
Technical Details
The system uses:
- DistilBERT (lightweight) and DeBERTa (advanced) models
- Gradio for the web interface
- Asynchronous processing for better performance
Usage
Enter text in the input box and click "Analyze Content" to receive:
- Content assessment
- Model used (lightweight or advanced)
- Confidence score
- Classification label
Deployment
This app is deployed on HuggingFace Spaces.