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[Refactor] Move train data preparation into AgentLoop and TrainingController - #2102

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refactor/prepare-train-data-into-agent-loop
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[Refactor] Move train data preparation into AgentLoop and TrainingController#2102
YanhuiDua wants to merge 4 commits into
mainfrom
refactor/prepare-train-data-into-agent-loop

[Fix] Apply review fixes: pure staleness masks, agentic logprobs padd…

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