If you have a special occasion coming up or you simply need to lose weight fast, the Cabbage Soup Diet may be just what you need. Although not suitable for long-term weight loss, the Cabbage Soup Diet is a low-fat, high-fiber diet that will help you get into shape fast before you embark on a more moderate long-term eating plan.