Posts by Clyde Hoang
Onboard and Deploy Custom Models in AMD AI Workbench
- 23 July 2026
The AIM Catalog gives you a curated set of models that are ready to deploy on AMD hardware, but sometimes you might want to run a model that isn’t in the catalog, for example a model from the Hugging Face Hub, or one you or your team trained for a specific task. AMD AI Workbench lets you do that, directly through the graphical user interface (GUI). You point the AI Workbench at a Hugging Face repository or your own model registry, choose how the model should run, and the AMD AI Workbench onboards it into your project so you can deploy it like an AMD Inference Microservice (AIM).