CONF-KV dynamically allocates KV cache budget via model confidence, matching full-KV perplexity within 1.5-2.1 points at sliding-window memory cost and improving retrieval accuracy.
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CONF-KV: Confidence-Aware KV Cache Eviction with Mixed-Precision Storage for Long-Horizon LLM
CONF-KV dynamically allocates KV cache budget via model confidence, matching full-KV perplexity within 1.5-2.1 points at sliding-window memory cost and improving retrieval accuracy.