KV-COBRA: KV Cache Compression via Co-Optimized Bit-Rank Allocation.

arXiv:2609.24298v1 Announce Type: cross Abstract: What limits KV-cache compression at extreme bit-rates? We argue that it is not the choice of compression scheme, but how its budget is allocated across attention heads. Existing methods apply rank and bit-width