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Accelerating Long-Tail Generation in Synchronous RLHF Training via Adaptive Tensor Parallelism

arXiv cs.AI · 2026-05-26 Cached

This paper proposes PAT, an adaptive tensor parallelism method that dynamically reconfigures TP during the generation stage of synchronous RLHF training to mitigate long-tail generation bottlenecks. Evaluations on LLaMA3.1-8B and Qwen3-14B show reductions in generation latency by up to 34.6% and end-to-end iteration latency by up to 27.2%.

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