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Technical How-to11 min read

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

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.

By Ananth RaghavendraAWS ML Blog
Run multi-node inference workloads using Ray LLM Deep Learning Containers

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Originally published by AWS ML Blog on Oct 12, 2026.

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