#["GLM 5.2"

Macaron-V1: How Mixture-of-LoRA Turns One AI Model Into Four Specialists (2026)

Macaron-V1 mounts four specialized LoRA experts on a frozen GLM-5.2 base and routes every request to the right one — here is how it works, what benchmarks actually show, and how to run it.

How to Run a 744B Parameter LLM Locally on Consumer Hardware With Colibri in 2026