Download the brain
A local model is a file you download and run. It is smaller than a cloud model but still can have billions of parameters. The bigger the file, the smarter but slower it tends to be.
No internet needed
Once installed, a local model works offline. There is no account, no monthly fee, and no one reading your history. That privacy is the main reason people run models at home.