A device includes a substrate, an isolation region at a top surface of the substrate, and a semiconductor fin over the isolation region. The semiconductor fin has a fin height smaller than about 400 Å, wherein the fin height is measured from a top surface of the semiconductor fin to a top surface of the isolation region.