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home/categories/education/orchestra-research-ai-research-skills-01-model-architecture-nanogpt-skill-md
cd ..
educationdocumentation

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).

查看源碼education
Orchestra-Research
maintainer
Orchestra-Research
更新於 11/20/2025
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quick start

Installation and usage

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).

安裝
$ install --globalskills.sh
使用

安裝後，您可以通過在終端運行以下命令來使用此技能：

skills use nanogpt