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The GRPO-vs-GSPO Debate Is Missing a Dial

中文摘要

文章探讨了LLM强化学习中GRPO与GSPO的争论,分析应信任Token还是序列,并通过构建微型世界寻找缺失的关键变量。

English Summary

This article examines the GRPO vs GSPO debate in LLM reinforcement learning, analyzing token vs. sequence trust through a custom simulation.

Original Excerpt

A year of papers has argued about whether reinforcement learning for LLMs should trust tokens or trust sequences. I built a tiny world… Continue reading on Medium »