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EpiCache Manages KV Cache Episodically to Bound Peak Memory in Long Conversations
May 18, 2026
EpiCache applies episodic KV cache eviction before full-context processing to enforce bounded peak memory usage on resource-constrained devices, addressing a gap where existing compression methods still incur unbounded memory spikes.
HOW THIS AFFECTS YOU
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builderYou can deploy long-context LLMs on memory-constrained hardware by substituting EpiCache for standard KV management, avoiding OOM failures in multi-turn applications.
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researcherThe episodic eviction-before-processing design is a meaningful architectural departure from query-dependent post-hoc compression, worth examining for edge inference research.