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Ask HN: How do AI labs setup their infrastructure to train large models?
At my company I have to do this task, and so far I have seen slurm-based cluster setup (v100s or h100s), some fast distributed file system, Docker for containers and PyTorch with DDP strategy.
But I read somewhere kubernetes can also be used. And their singularity as Docker alternative.
Where can I learn more about this?