How LLMs Work – Interactive visual guide based on Karpathy's lecture

All content is based on Andrej Karpathy's "Intro to Large Language Models" lecture (youtube.com/watch?v=7xTGNNLPyMI). I downloaded the transcript and used Claude Code to generate the entire interactive site from it — single HTML file. I find it useful to revisit this content time to time.

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In plain words

This is an interactive visual guide explaining how large language models work, based on Andrej Karpathy's "Intro to Large Language Models" lecture. The creator extracted the lecture transcript and used Claude Code to generate an entire interactive website as a single HTML file. It's designed for developers and anyone wanting to understand LLM fundamentals through visual, revisitable content based on established educational material.

written from the facts on this page · September 2026

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