Balanced State Subspaces for Mamba-2 State Compression.

arXiv:2610.36617v1 Announce Type: cross Abstract: Mamba-2 compresses all context into a fixed-size recurrent state that dominates decoding memory and bandwidth. Existing compressors quantize state values or prune state coordinates, scoring each channel indepen