I had this happen with my guppies. I discovered if you are mixing different kinds of guppies then what happens is they get dominant and kill the females. My solution was to drop in more females and more males of a different variety to keep the peace. Make sure they have ornamentation to swim around for this will help them not stay so closely together.
