Aluminum and vinyl blinds of a manageable size can be taken down and washed in the bathtub. Mix a mild detergent with water and scrub blinds with a sponge. Once clean, rinse them with water. Let them dry thoroughly, partially drawn up and flat in the tub, before reinstalling. You can speed up the drying time with a hair dryer.