Not entirely.

I am running OpenWeb UI + Ollama + 7B on a Proxmox LXC container, it consumes less than 2GB, the GPU only has 4GB, and 50% CPU, it is very usable, sometimes faster than online ones to start giving you the answer and 100% offline.

If I replace the GPU with a faster one, I have no need to use online ones.