#Mixture of Experts

Colibrì: Running a 744B-Parameter AI Model on a 25GB RAM Laptop

A single-developer open-source project called colibrì runs GLM-5.2, a 744-billion-parameter AI model, on a 25GB RAM laptop with no GPU — by streaming unused experts from disk in pure C.