Termsslug: p-d-disaggregation

P/D Disaggregation

分离式预填充与解码

Splitting prefill and decode phases across separate resource pools to improve throughput and latency.

Curated Intelligence

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vLLM 官方博客T1·Infra
78 pts
DeepSeek-V4.1-Flash Hits 58x Throughput on Vera Rubin NVL72

The vLLM team deployed DeepSeek-V4.1-Flash on a single NVIDIA Vera Rubin NVL72 rack, reaching 1.7M tokens/s per GPU and 387 tokens/s per user, a 58x gain over GB300 NVL72, with peak throughput of 2.52M tokens/s. The speedup stems from kernels tuned for Rubin's split memory and FP4 tensor cores, specialized low-latency decode kernels, and rack-wide KV cache and Engram tables shared over NVLink.