Yes. You can leave out the red dye. This cake will taste just as delicious without the red coloring, but then you won't have the same visual impact that this cake is known for. Taste wise, minimal difference. You will need a whole bottle, which usually comes in 1 ounce size or 3 tablespoons if you have a large bottle of liquid food coloring.