A peach seed - known as the pit - should be cut open. Take the stone out and wash it in water. After that, you'll have to refrigerate it for eight weeks before you actually plant it in soil. This is a natural process that can't be avoided, as your peach won't grow without it. To plant it, just put it in an inch of soil and water it plentifully.