
AI infrastructure company TensorWave has revealed the deployment of a massive 8,192-GPU cluster powered by AMD’s latest Instinct MI325X accelerators, claiming to be the largest AMD-based AI training installation in North America to date. The system also features direct liquid cooling, making it the first public deployment of its kind at this scale. Announced on X, the company showcased photos of the cluster’s high-density racks with bright orange cooling loops, confirming the system is now fully operational.
8,192 liquid-cooled MI325X GPUs.The largest AMD GPU training cluster in North America.Built by TensorWave. Ready for what’s next 🌊 pic.twitter.com/RlFY4v2JDuJuly 12, 2025