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Geoffrey Fox

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Diagnosing Training Inference Mismatch in LLM Reinforcement Learning

It is shown that small token-level numerical disagreements can independently cause training collapse, and that TIM is not benign numerical noise, but a systems-level perturbation that should be treated as a first-order factor in analyzing LLM RL stability.

Tian-Le Zhong, Neiwen Ling, Yifan Pi et al. · 8 citations · ⚡1

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