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 reinforcement learni…
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Timeline · 2 reports
- 2026-10-22 18:00 · AWS Machine Learning Blog
Announcing new ways to customize models with SageMaker AI, without managing GPUs - 2026-10-22 18:00 · AWS Machine Learning Blog
Write your own training loop — without managing GPUs — with Amazon SageMaker training session APIs