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eval: checkpoint-interfaced evaluation for fully-async training (dedicated fleet / pause-the-world / external service)#1740

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eval: checkpoint-interfaced evaluation for fully-async training (dedicated fleet / pause-the-world / external service)#1740
Zhichenzzz wants to merge 33 commits into
yueming/fully-async-class-apifrom
zhichen/fully-async-eval

docs: note pause-the-world and external service compose for real runs

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