AmazonLaunchDevelopersJuly 10, 2026

AWS SageMaker HyperPod introduces disaggregated prefill and decode for LLM inference

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Separates prefill and decode phases onto different GPU pools via EFA RDMA to eliminate interference. Improves throughput by up to 40% for long prompts and concurrent requests.

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