# Write your own training loop — without managing GPUs — with Amazon SageMaker training session APIs

Amazon SageMaker AI training session APIs let you write your own LLM training loop (SFT, RL, or custom objectives) in a Python script while the service runs the GPUs. This post introduces the programming model and three SDK clients, then walks through a GRPO loop on GSM8K and a r



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## 출처
- AWS Machine Learning Blog: https://aws.amazon.com/blogs/machine-learning/write-your-own-training-loop-without-managing-gpus-with-amazon-sagemaker-training-sessions/ (발표 2026-10-22T18:00:01.000Z)

작성: TUMN 큐레이션 · AI 보조: false
발행: 2026-10-22T18:00:01.000Z
확인: 2026-10-22T21:25:54.200Z
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