stas00/ml-engineering

Machine Learning Engineering Open Book

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ml-engineering

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stas00/ml-engineering

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Field-tested methodology and concrete recipes for training and operating large-scale LLM/VLM/multi-modal models end to end - choosing and benchmarking accelerators, storage and network; SLURM/Kubernetes orchestration; maximizing training throughput and fitting models in memory; diagnosing and surviving training…

19k 4d ago A 234 tokens CC-BY-SA-4.0