Your Self-Hosted AI Stack: The Software and Hardware Pairings That Work
Pairing Open WebUI with the right local machine, from Jetson boards to DGX Station.. Pairing Open WebUI with the right local machine, from Jetson boards to DGX Station.
A private AI setup has two halves: the interface you talk to and the machine that runs the model.
Interface: Open WebUI connects to Ollama and compatible services, locally or in the cloud, with Python extensions and enterprise controls. It reports more than 435 million downloads.
Tinkerer tier: NVIDIA's Jetson Orin Nano Super delivers up to 67 TOPS for small models and robotics projects.
Household tier: a Mac mini with M6 or an AMD Ryzen AI Max mini PC such as GMKtec's EVO-X2 runs everyday models quietly around the clock.
Power tier: GB10 systems such as DGX Spark handle models up to 200 billion parameters on 128GB, while DGX Station's 748GB handles models up to 1 trillion parameters.
Start small, then scale the hardware once you know which models you rely on.
Image: manufacturer.
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