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News/GrowPage: On-Demand KV Budgeting for Efficient LLM Reasoning Serving
arxiv
PublishedSeptember 4, 2026 at 4:00 AM
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GrowPage: On-Demand KV Budgeting for Efficient LLM Reasoning Serving

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arXiv:2609.03494v1 Announce Type: new Abstract: Long-output reasoning has made the key--value (KV) cache a critical memory bottleneck for efficient LLM serving. Existing KV compression methods usually rely on a predefined per-request budget and adjust only which KV states are retained, leaving the t

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