Once you are off prednisone, the moon face/weight gain should hopefully stop! I only had it happen for me the first time I went on prednisone - after that I never dealt with weight gain again. Hopefully it will be the same for you!
Prednisone affects everyone differently, though. For me it never affected my appetite, so any weight in my face was just water-weight bloating me so it was temporary.