LLM Training Primitives

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Frankle: Fault tolerance is missing from fundamental model training primitives
“Fault tolerance is still not really built into any of the fundamental primitives of training models. And so if something breaks, you have to go figure out what broke your job stops. You have to restart your job. It is a nightmare just to get to the point where…”
Jonathan Frankle Jun 25, 2024 ▶ 9:21 State of the Art: Training 70B LLMs on 10,000 H100 clusters

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