MiaAI-Lab

GLM 5.3 Flash on 2–4× DGX Spark

The community card for GLM 5.3 Flash across two to four Sparks. Four nodes is where ~700B-class weights start to fit, and where a 200GbE switch stops being optional theater.

Author: MiaAI-Lab
Last commit: 2026-09-27 · from the author's repository
Stars: 656
Hardware match: 2× DGX Spark for the Flash card; 4× when you step up toward ~700B-class.
Second source: Mia’s model catalog

Open source recipe

The author did not publish a one-line install command. The steps are on their page.

Before you start

Two DGX Spark nodes, or four if you are chasing the larger class
Clustering as the repo describes it
A 200GbE switch on a four-node rack

Steps live at the source. We don’t maintain the install script.

The recipe belongs to MiaAI-Lab.

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