Polarquant

TurboQuant KV Cache Compression | 6x Less Memory, 8x Faster Attention for LLMs

Google Research releases a training-free, calibration-free compression suite that shrinks KV caches to 3 bits per value with virtually zero accuracy loss

Jack Wang · Mar 25, 2026