Overmixing especially when trying to mix the cake quickly at high speed can cause the egg whites in the recipe to expand rapidly but also collapse quickly during baking. This results in large holes in the cake. - Another common reason is undermixing which results in the ingredients not being mixed thoroughly. A pool of fat can result in large holes.