🌟 AI-Generated-Text-Detection

This repository provides two methods for detecting AI-generated text:

🔍 Methods

1. DetectGPT

• 🧠 Implements the DetectGPT algorithm.
• 🌐 Compatible with all AI-generated text.
• ⚡ Includes an integration with Gradio, allowing the notebook to be deployed as a website within seconds.
• 💻 Suggested Hardware: T4 GPU for optimal performance.

2. GLTR-Inspired Method

• 📄 Inspired by the GLTR paper.
• 📊 Uses the rank and probabilities of tokens for detection.
• ⚠️ Limitations: Works only with ChatGPT-generated text.
• 🔑 Requires access to token probabilities for effective functionality.

✨ Features

• 🌍 DetectGPT works universally across different AI models.
• 🎨 The repository includes an easy-to-use Gradio interface for deployment.

💻 Suggested Environment

• 🚀 T4 GPU is recommended for running the notebooks effectively.