The best way to remove dirt and debris from vinyl wraps is with a vinyl-specific cleaner and soft cloth.   If the stain or dirt is particularly stubborn, you can use a vinyl eraser to scrub the dirt and debris away gently. Be sure to avoid using any abrasive material on vinyl wraps.