AMD's new workstation pairs a 96-core Threadripper with 576GB of GPU memory

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First look: AMD used its IFA 2026 keynote to introduce the Threadripper Halo Station, a liquid-cooled workstation designed for running AI models with more than one trillion parameters locally rather than through a cloud service. AMD has not said when the Halo Station will be available. But the system points to a growing market for workstation-class AI hardware that gives developers more direct control over large-model workloads, including where data is processed and how models are deployed.

The system pairs the 96-core Ryzen Threadripper PRO 9995WX processor with up to four Instinct MI350P accelerators. AMD demonstrated a two-card version at IFA, while a fully configured model with four accelerators would provide 576 GB of HBM3E memory – enough, the company said, to hold a trillion-parameter model on the machine itself.

AMD has not...

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