TurboQuant
TurboQuant 🚀 TurboQuant TurboQuant , announced by Google in March 2026, is a breakthrough AI memory compression technology. It reduces the memory usage of large language models (LLMs) by up to six times without significant accuracy loss, and boosts GPU performance up to 8x . This innovation is expected to reshape AI infrastructure and long-term semiconductor demand. Key Highlights Release Date: March 25, 2026 Developed by: Google Research, DeepMind, NYU, KAIST Features: KV cache compressed to 3-bit, memory reduced by 6x, minimal accuracy loss, GPU speed up to 8x Core Algorithms: PolarQuant, QJL transformation Technical & Economic Significance Category Before With TurboQuant KV Cache Memory Usage 100% ~16% (1/6) ...