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Next-Level Inference: Why Your Single-Node vLLM Setup Needs Prefill-Decode Disaggregation

calendar_today April 7, 2026 person AMD and Embedded LLM domain vllm

How single-node prefill/decode disaggregation in vLLM uses AMD MORI-IO on an 8-GPU MI300X node to separate prefill and decode, transfer KV cache efficiently, stabilize ITL, and improve goodput.

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