ChampionKV: Head-Wise Adaptive Budget Allocation for KV Cache Compression.

arXiv:2610.18026v1 Announce Type: cross Abstract: Some observation-window-based KV cache compressors use prompt attention to identify important tokens but allocate uniform or predefined budgets across heads, overlooking input-dependent differences in budget de