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Fine-tuning GPT-OSS-20B for multilingual reasoning on Amazon SageMaker HyperPod

20 October 2026 · 1 min read · Summary from AWS Machine Learning

Learn how we fine-tuned GPT-OSS-20B for multilingual reasoning on Amazon SageMaker HyperPod, and how to decide between supervised fine-tuning (SFT) and reinforcement learning with GRPO. SFT took reasoning-language accuracy from 22% to 100%, and GRPO added measurable gains where headroom existed.