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[megatron, sglang, rollout, validation, doc] feat: Add Validation StateMachine to async-rl and Support async ref_logp#3

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ziqi-wlb wants to merge 34 commits intorednote-hilab:mainfrom
ziqi-wlb:feat/async-ref-logp
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[megatron, sglang, rollout, validation, doc] feat: Add Validation StateMachine to async-rl and Support async ref_logp#3
ziqi-wlb wants to merge 34 commits intorednote-hilab:mainfrom
ziqi-wlb:feat/async-ref-logp

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