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Right-size generative AI endpoints with concurrency sweeps on Amazon SageMaker AI

Concurrency sweeps help you right-size a generative AI endpoint on Amazon SageMaker AI by systematically benchmarking it at increasing load levels. This post walks through deploying a model, running automated concurrency sweeps with the CreateAIBenchmarkJob API, and using the results to make data-d…

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  1. 2026-09-22 15:35 · AWS Machine Learning Blog
    Right-size generative AI endpoints with concurrency sweeps on Amazon SageMaker AI

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