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+title: KV 缓存内存瓶颈
+created: 2025-04-15
+updated: 2026-05-01
+type: concept
+tags: []
+sources: []
+---
+
 # KV 缓存内存瓶颈

 **自回归推理中的核心内存瓶颈**，KV 缓存的线性增长严重限制 LLM 推理效率。