Uploaded July 2026 | Updated September 2026, 2 weeks ago

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Colibri: Run GLM 5.2 on 25GB of RAM on consumer hardware!

A 744B Mixture-of-Experts model activates only ~40B parameters per token — and only ~11 GB of those change from token to token (the routed experts).

LINKS:
github.com/JustVugg/colibri
https://z.ai/blog/glm-5.2
DwarfStar-4 Video: youtu.be/9gHcmhUDJfw
DSpark video: youtu.be/eFgknPFK-g0

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