Tether Brings Google TurboQuant to Everyday Devices, Giving Local AI Data Center-Sized Memory

Tether’s AI Research Group has open-sourced a production version of TurboQuant inside its QVAC Fabric local AI engine.

The system compresses the KV cache by up to 5x while keeping output quality close to the original.

That makes long-context AI workloads more practical on laptops, phones, consumer GPUs, and edge devices.

The release includes documentation, framework adapters, and deployment profiles beyond data-center setups.