一篇读懂 PD 分离：Prefill 与 Decode 为什么不再挤在一个 GPU 里
同一块 GPU 上，prefill 是计算受限的短跑冲刺，decode 是带宽受限的长跑——挤在一起互相拖累，一个长 prefill 能把解码速度拖慢最多 30 倍。本文讲透 2026 年成为默认架构的 PD 分离：干扰从哪来、KV cache 怎么搬、DistServe 与 Mooncake 交出的成绩单，以及什么时候该拆、什么时候千万别拆。
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鹭羽* 2026-10-01 23:02:14 来源：量子位
价格只有Astra一半
鹭羽 发自 凹非寺
量子位 | 公众号QbitAI
哎呦喂，谷歌终于也是蹬起来了。。。
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