I say don't do it.
If you want to move out, wait until you finish school and then go to a university and dorm there. It complishes the same goal you want to do now, except with more secruity and a safer atmosphere.
As much as you think you know this guy, you don't. You are a teen he's probably not much older, things will get weird.