The best prednisone taper will depend upon how long you have been taking the medicine, your dose, and why you are being treated. If you've been treated with a high dose of prednisone, or taken it for more than a few weeks, you will need to slowly stop your medicine, usually over a period of days, weeks or months. Your healthcare provider will determine your prednisone tapering schedule.