---
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.