---
id: 20260417-T0-14
title: "KV Packet：无需重算的上下文无关KV缓存方案"
title_en: "KV Packet: Recomputation-Free Context-Independent KV Caching"
url: https://ai.daily.yangsir.net/daily/20260417-T0-14
issue_date: 2026-04-17
publish_date: 2026-04-16T04:00:00.000Z
category: research
source_name: "arXiv cs.LG (ML)"
source_url: https://arxiv.org/abs/2604.13226
---

# KV Packet：无需重算的上下文无关KV缓存方案

研究提出KV Packet方法，解决传统LLM KV缓存上下文依赖问题。新方案允许在不同上下文中重复使用缓存文档，避免因注意力偏移导致的KV状态重算，显著提升推理效率，降低计算成本。

## English Version

**KV Packet: Recomputation-Free Context-Independent KV Caching**

Researchers propose KV Packet to solve context dependency in traditional LLM KV caching. The method enables reuse of cached documents across different contexts without recomputing KV states for attention shifts, significantly improving inference efficiency and reducing costs.

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**来源**：[arXiv cs.LG (ML)](https://arxiv.org/abs/2604.13226)

**详情页**：https://ai.daily.yangsir.net/daily/20260417-T0-14

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