I would say for you to start light, especially if you are using the ball as a bench. You will be getting a good workout with your core muscles (abs/lower back) since you will be doing a bit of a balancing act while you are laying on the ball to do, say, chest presses.

Start with light weights and progress from there. 2 sets of 12 for each execise, and if it feels easy, increase the weight.