Interactive Visualization Tool for Transformer Models

Transformer Explainer is an interactive visualization tool designed to help users learn how Transformer-based models like GPT function. It allows users to run a live GPT-2 model directly in their browser, enabling experimentation with custom text inputs while observing the internal components and operations of the Transformer model in real time.

Key features:

• Live Model Interaction - Experiment with text inputs and see how the model predicts the next tokens.
• Real-Time Visualization - Observe the internal workings of the Transformer as it processes input.
• Easy Setup - Simple installation process using Node.js and NPM.
• Research Backing - Developed by a team from the Georgia Institute of Technology.

This tool is particularly useful for educators, students, and anyone interested in understanding the mechanics of text-generative models.