Added example training scripts for localsgd, DiLoCo, Live Checkpoint Recovery, and proactive failure detection with DDP (#198)#200

WarrenZhu050413 wants to merge 2 commits intometa-pytorch:mainmeta-pytorch/torchft:mainfrom

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