I left them, and changed the setting to let me sleep through them. They're useful once you get armor, so you can farm skeletons and endermen.
or you're like me and have some Magnum Torches and if they are to expensive, use Chandeliers.
i had one Magnum torch in the Middle of my Base. never saw a mob (except for my Monster Farm)