If those models can run locally and according to the article they're the same ones that do everything else - that means their models are quite small and cheap, which would be suprising. Even a machine running a 30B quantized LLM (which is generally the lower bound of usefulness) at meaningful speeds costs tens of thousands, and that's just the silicon, never mind building an actual robot around it.