How can I create a local large language model?

Thank you for helping me understand. I think what I may have been thinking about is using an existing model. Eventually I wouldn’t mind building my own server, that seems cool, although I am not exactly sure how as I never really have before.

Do these models run on linux as well? Pardon the newbie questions as I am….quite the newbie in this area haha