🟧AWS Machine Learning
July 6, 2026
Society & CultureDeploying Multi-Turn RL Infrastructure for Amazon Nova on Amazon SageMaker HyperPod
Overview
In this post, you deploy a two-phase infrastructure for multi-turn RL using Amazon Nova Forge on Amazon SageMaker HyperPod. By the end, you have an event-driven pipeline that starts training when you upload data to Amazon Simple Storage Service (Amazon S3). The training job teaches the model to play Wordle, a placeholder for your own RL task.
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