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Run multi-node inference workloads using Ray LLM Deep Learning Containers

AWS Artificial Intelligence Blog · article · Oct 12, 2026 · UTC

Learn how to deploy one large language model across two GPU nodes on Amazon EKS using the multi-node Ray LLM Deep Learning Containers, with separate prefill and decode nodes behind one OpenAI-compatible endpoint. The pre-built container ships the full inference stack, so you configure the deployment instead of assembling it.

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Evidence & attribution

First collected: 2026-10-12T18:02:32.102Z. This is not the publication date.