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[ckpt, ray, trainer] feat: add opt-in sub-second fault tolerance with dynamic NCCL re-rendezvous and in-memory failover - #7910

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sunnylovestiramisu:fault-tolerance
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sunnylovestiramisu:fault-tolerance

feat(checkpoint_engine): add opt-in sub-second fault tolerance with d…

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