stas00/ml-engineering

ml-engineering

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Machine Learning Engineering Open Book

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Python · CC-BY-SA-4.0 · Last push 2026-11-02

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2025-09-292026-11-02

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git clone https://github.com/stas00/ml-engineering.git

Related domains do not imply feature parity. Review official documentation and licenses.

Step-by-step guide to building a GPT-like LLM from scratch in PyTorch.

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

High-throughput, memory-efficient LLM inference and serving engine that lets developers deploy models faster without building serving infrastructure.