Really pack the mixture into the molds firmly so it'll hold its shape. The molds I used are just two half spheres that you smash together, so I overfilled each half so the mixture would stick together in the middle. Leave them to dry for several hours, preferably overnight.
Image Source: POPSUGAR Photography / Hedy Phillips