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KnitTrans: Coordinated Trajectory Transfer for Effective and Efficient LLM Reinforcement Learning

Xiao, Bangjun et al.
arXiv (All) · Papers
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and-cluster-computingdistributedmachine-learningparallel
Trajectory transfer from rollout to training affects both learning quality and system efficiency in large language model reinforcement learning (RL). Enforcing batch-wide training requirements can delay the admission of completed trajectories, resulting in higher architectural staleness: the additio
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