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AI Deep Dive

AI Deep Dive is an open-source interactive learning platform for understanding language models through lessons, visualizations, and coding challenges.

Live: aideepdive.dev

Challenge workspace

Build GPT from Scratch roadmap

What's live

  • Build GPT from Scratch: 11 chapters and 20 coding challenges

    • interactive lessons, visuals, and project chapters
    • a full path from raw text to training and generation

  • Mechanistic Interpretability is the next course on the roadmap.

Repo layout

  • web/ — Next.js app and course content in web/content/
  • judge/ — backend judge for hidden tests and torch-backed problems
  • cli/ — python cli for local project workflows and implementation validation (coming soon)

Local development

Requirements:

  • Node.js
  • Python 3.10+
  • Redis, only if you want to run the judge locally

Run the web app

cd web
npm install
npm run dev

Open http://localhost:3000.

Run the judge locally

See judge/README.md for the local API and worker setup.

Content

  • lesson and project chapters live in web/content/ as MDX
  • judge problem definitions live in judge/problems/

License

MIT