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Introducing Amazon SageMaker HyperPod Inference Gateway
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Amazon launched SageMaker HyperPod Inference Gateway, a Kubernetes-native addon that optimizes GPU usage for large language model inference by routing requests based on real-time GPU metrics, reducing latency by up to 82%. It improves GPU utilization and lowers first-token latency without requiring changes to existing applications.
