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GRPO study shows very small gaps in native-language reasoning training

The findings can help multilingual reasoning models choose reinforcement learning training languages.

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Frontline Lab
Published entries
1
Sources
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Date range
2026-08-19
Primary labels
Research · 论文 · Training Methods · GRPO 多语言研究 · Apple

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Apple Machine Learning Research（RSS）

GRPO study shows very small gaps in native-language reasoning training

Research from Apple Machine Learning Research examines GRPO performance in multilingual and non-English environments, covering multiple base models, training languages, and inference-language reward settings.

Why it mattersThe findings can help multilingual reasoning models choose reinforcement learning training languages.

Original source