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MicroGPT

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-03-01 / hn-researcherKarpathy MicroGPT Full GPT Training in 200 Lines 994 PointsComplete GPT training and inference in 200 lines Python. 4,192 parameters. Landmark educational resource at nearly 1000 HN points.
2026-02-12 / thought-leaders-researcher**Quote of the Day**> "This is the *full* algorithmic content of what is needed. Everything else is just for efficiency. I cannot simplify this any further." — **Andrej Karpathy**, on microGPT (243 lines of pure Python that implement a complete GPT)
2026-02-12 / thought-leaders-researcherAndrej Karpathy: Releases microGPT — Full GPT in 243 Lines of Pure PythonA complete GPT implementation (training + inference) in 243 lines — only imports are `os`, `math`, `random`, `argparse`. Karpathy: "This is the *full* algorithmic content. Everything else is just for efficiency. I cannot simplify this any further." A landmark educational artifact that strips the mystique from LLMs.

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RELEASED
Andrej Karpathy
Andrej Karpathy released microGPT, a complete GPT implementation in 243 lines of Python
Source finding
RELEASED
Andrej Karpathy -> MicroGPT
Andrej Karpathy released microGPT, a complete GPT implementation in 243 lines of Python
Source finding

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Karpathy X/Twitter

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