AWS Machine Learning Blog July 10, 2026 · Cloud & Big Tech

Disaggregated prefill and decode for LLM inference on SageMaker HyperPod

In this post, we show how to implement DPD with vLLM on Amazon SageMaker HyperPod using the HyperPod Inference Operator.