Use layers. Put your dimensions on a dimension layer and change the color to white.
I agree with Chris Saller. Put all those dimensions on a Layer that's set to white while you're working. When you get ready to print the drawing then edit that Layers properties to black. Print the Drawing and then change the Layer back to white.