LM Studio is what I hand people who want local models without touching a terminal. The model browser and the GGUF quant picker make it obvious which version fits your VRAM, which genuinely lowers the barrier. It is GUI-first though, so for anything scriptable I still drop to a headless runtime, and it is heavier on resources than a bare server. As a local playground and for trying quants, it is excellent.