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Add a multi-turn GRPO example with tool calling, and port OPSD to the per-sample rollout API - #1023

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Add a multi-turn GRPO example with tool calling, and port OPSD to the per-sample rollout API#1023
anyadontfly wants to merge 5 commits into
deepspeedai:masterfrom
anyadontfly:grpo

Leave grouped-query decode attention to the framework

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