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Amazon· Bedrock / NovaRight-size generative AI endpoints with concurrency sweeps on Amazon SageMaker AI
Amazon published a guide demonstrating how to use concurrency sweeps in Amazon SageMaker AI Inference Recommendations to right-size generative AI endpoints.
The walkthrough covers deploying the NVIDIA Nemotron-3 Nano 30B model, configuring workload profiles, running automated benchmarks via the CreateAIBenchmarkJob API, and using results to optimize instance selection and capacity planning.
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Concurrency sweeps are built into Amazon SageMaker AI Inference Recommendations, so there's no custom load-testing infrastructure to build or maintain.
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