LLM optimization integration for Amazon SageMaker Python SDK

Amazon SageMaker Python SDK v3 now includes generative AI inference recommendations directly in notebook workflows, enabling benchmarking, deployment recommendations, and automated deployment of optimal configurations.

From the source
The Amazon SageMaker Python SDK v3 now exposes generative AI inference recommendations in Amazon SageMaker AI directly in your notebook workflow.
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Announced: 06 Aug 2026 16:08 UTC
Detected: 07 Aug 2026 01:01 UTC (+8h after)

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