Cleaning the sprayer after using oil-based paint is similar to cleaning it after using acrylic or latex paint, except you'll use turpentine or a similar thinner to get the oil-based paint out. Many painters also store their guns with this thinner inside the barrel to make sure no leftover paint hardens on the inside.