Belts can be quickly changed merely by stopping the machine and slipping off the old belt and sliding on a new one. In use, the resilient drum surface flexes to fit gemstone's contour to quickly remove grinding flats, yet the convex drum concentrates the cutting action so that scratches are quickly removed even from flat surfaces.