---
title: "Kara: Efficient Reasoning LLM Serving via Sliding-Window KV Cache Compression — Stuff That Spins"
description: "arXiv:2607.01237v1 Announce Type: new Abstract: Reasoning language models often generate long chain-of-thought (CoT), which accumulates a massive KV cache during the decoding phase and incurs high decoding latency and limited throughput. To address these issues, KV cache compression has emerged as …"
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keywords: ["SpinGraph", "spin analysis", "GEO"]
date: "2026-07-03T04:00:00+00:00"
modified: "2026-07-03T04:00:50.134981+00:00"
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# Kara: Efficient Reasoning LLM Serving via Sliding-Window KV Cache Compression

**Source:** Unknown  
**Published:** July 3, 2026  
**Original:** https://arxiv.org/abs/2607.01237  

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