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Ray

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Stacks2

Ray Distributed ML

A unified compute stack using Ray to scale Python machine learning workloads from data processing through training to serving.

vLLM + Ray Serve

A high-throughput LLM serving stack combining vLLM's optimized inference engine with Ray Serve for scalable, multi-replica deployment.