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I enjoy using skypilot because it feels like the kind of tool that we were hoping for when the cloud first started appearing. It finds the cheapest GPU instances for the tasks and... just uses those.
Anyway, example on how to use it attached. Works really well.
Please note that this depends on #126 and may have bugs. It could probably use a look by people who have used dds and torchrun and distributed training in anger more than I have.
See example config ported from the ./scripts folder examples.