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announcement

TTKV: Temporal-Tiered KV Cache for Long-Context LLM Inference

Event Summary

arXiv:2604.19769v1 Announce Type: new Abstract: Key-value (KV) caching is critical for efficient inference in large language models (LLMs), yet its memory footprint scales linearly with context length, resulting in a severe scalability bottleneck. Existing approaches largely treat KV states as equal

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