Whatever unit you prefer. For example, I might model a dining set to toss into my asset library. It'll be in inches. Whatever scene I'll import it into will likely use inches as well so it...

You could use a cube to lop off the excess molding with a boolean operation and clean up the result a bit. Concerning your scaling issues, my suggestion is check out references for object dimensions...