Why would you quit taking your medications? It's particularly unwise to stop prednisone cold turkey. Often it takes some experimentation to find the right meds and dosages that will bring you relief. I wouldn't throw the baby out with the bath water.
I'd recommend you try taking l-glutamine powder to help control your diarrhea.