Artificial Intelligence
Author: Xuan Lu
Xuan is a Software Development Engineer at AWS, working on Amazon SageMaker HyperPod to build scalable inference systems for large-scale AI workloads. He focuses on distributed systems, LLM serving, and performance optimization at scale. Xuan enjoys solving hard infrastructure problems and driving systems toward simplicity and efficiency. Outside of work, he enjoys traveling, exploring nature, reading science fiction book, and spending time with family.
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.