AMD’s new workstation pairs a 96-core Threadripper with 576GB of GPU reminiscence

First look: AMD used its IFA 2026 keynote to introduce the Threadripper Halo Station, a liquid-cooled workstation designed for operating AI fashions with a couple of trillion parameters domestically somewhat than by means of a cloud service. AMD has not mentioned when the Halo Station will likely be accessible. However the system factors to a rising marketplace for workstation-class AI {hardware} that provides builders extra direct management over large-model workloads, together with the place knowledge is processed and the way fashions are deployed.

The system pairs the 96-core Ryzen Threadripper PRO 9995WX processor with as much as 4 Intuition MI350P accelerators. AMD demonstrated a two-card model at IFA, whereas a completely configured mannequin with 4 accelerators would offer 576 GB of HBM3E reminiscence – sufficient, the corporate mentioned, to carry a trillion-parameter mannequin on the machine itself.

AMD has not introduced pricing, availability, or full system specs. It additionally didn’t element the Halo Station’s storage, networking, or chassis choices, or whether or not it plans to promote the system immediately or by means of workstation producers and system integrators.

Every Intuition MI350P card consists of 144 GB of HBM3E reminiscence and delivers 4 TB/s of reminiscence bandwidth. The 2-card system demonstrated at IFA had 288 GB of HBM3E reminiscence. A four-card model would offer 576 GB.

That reminiscence capability is central to the Halo Station’s function. Massive fashions require substantial high-bandwidth reminiscence to retailer weights and course of knowledge effectively. AMD mentioned the MI350P’s 4 TB/s of bandwidth is 14 instances larger than that of any LPDDR5X variant.

The system additionally has important energy and cooling wants. Every MI350P accelerator can draw as much as 600 watts of whole board energy. AMD mentioned the playing cards are independently liquid-cooled, and the Threadripper processor has its personal liquid-cooling setup.

The Threadripper PRO 9995WX, code-named Shimada Peak, is predicated on AMD’s Zen 5 structure. It has 96 cores, 192 threads and a lift clock of as much as 5.4 GHz. The processor helps as much as 2 TB of DDR5 system reminiscence.

Jack Huynh, AMD’s senior vp and basic supervisor of Computing and Graphics, described the product as a brand new workstation class supposed to deliver “supercomputer-class compute” to particular person customers and builders.