Do I NEED to prime it?

Yes. Turn it without the spark plugs in until you have pressure using a mech. guage or watch for oil at the rockers. while you are priming the pump. Rockers get oil per side only when the cam lines up with the oil holes in the block. Also you don't want pressure on the connecting rods until they have oil.