Acid bath refers to a chick that you really shouldnt have had sex with. Most commonly used with the add-on "acid bath for your penis" as the burn you get lasts long after the fun is over. Same group as meatgrinder.
Person 1: I cant believe it. You slept with acid bath again?
Person 2: (ashamed)