LLM Learning Resources

LLM Learning Resources#

Understanding how LLMs work is challenging. But learning the core concepts is should be fun. Good news is that great open tutorials are created that give you a kickstart when working with LLMs.

Transformer Explainer

Transformer Explainer is an interactive visualization tool designed to help anyone learn how Transformer-based models like GPT work. It runs a live GPT-2 model right in your browser, allowing you to experiment with your own text and observe in real time how internal components and operations of the Transformer work together to predict the next tokens.

The Illustrated Transformer

Understanding LLMs means learning about “The Transformer”. This great and short blog with videos makes is simple again.

GPT in 60 Lines of NumPy

Nice hands-on to learn the basic of LLMs. Implement a GPT from scratch in just 60 lines of numpy.