Google TurboQuant: KV Cache Compression Technique

Google TurboQuant: KV Cache Compression Analysis March 2026 | Google Research Overview Google Research introduced TurboQuant for KV cache compression in large language models. Background KV Cache memory consumption presents challenges for long-context language model deployments: * 32K tokens requires several GB of VRAM * 1M tokens becomes difficult to manage on single