GRPO Beyond English: A Large-Scale Study of GRPO in Non-English and Multilingual Settings
Reinforcement Learning with Verifiable Rewards (RLVR), often optimized with Group Relative Policy Optimization (GRPO), has become a central recipe for improving the reasoning capabilities of pretrained language models but current studies remain heavily English-centric. We conduct a large-scale empirical study of multilingual and non-English GRPO across a wide range of base models, training languages, and...
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Qué ocurrió
Reinforcement Learning with Verifiable Rewards (RLVR), often optimized with Group Relative Policy Optimization (GRPO), has become a central recipe for improving the reasoning capabilities of pretrained language models but current studies remain heavily English-centric. We conduct a large-scale empirical study of multilingual and non-English GRPO across a wide range of base models, training languages, and...
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The development may change operating conditions or market expectations around AI. Further confirmation and measurable outcomes matter.
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- Apple Machine Learning ResearchFuente primaria · Respalda · EN · 100%GRPO Beyond English: A Large-Scale Study of GRPO in Non-English and Multilingual Settings ↗
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- GRPO Beyond English: A Large-Scale Study of GRPO in Non-English and Multilingual Settings Observado
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