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nanogpt

Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy. Perfect for understanding GPT architecture from scratch. Train on Shakespeare (CPU) or OpenWebText (multi-GPU).

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Install

armory install nanogpt --cli claude

writes the skill into.claude/skills/nanogpt/SKILL.mdListed as compatible

Configuration
# fetches the source and writes it to:
.claude/skills/nanogpt/SKILL.md

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

What it is

Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy. Perfect for understanding GPT architecture from scratch. Train on Shakespeare (CPU) or OpenWebText (multi-GPU).

When to use it

Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy. Perfect for understanding GPT architecture from scratch. Train on Shakespeare (CPU) or OpenWebText (multi-GPU).

How to install / invoke

# Copy the skill into your .claude/skills/ directory
curl -sL https://raw.githubusercontent.com/davila7/claude-code-templates/main/cli-tool/components/skills/ai-research/model-architecture-nanogpt/SKILL.md -o .claude/skills/model-architecture-nanogpt/SKILL.md

Notes

Extracted from davila7/claude-code-templates, model-architecture-nanogpt category.