First, pull the knobs off the preamp. Then take a small pieces of paper (about the size of a gum wrapper), and wrap them over the ends of the shafts and push the knobs back on. The paper allows for a much tighter fit. You may have to experiment a little with different thickness of paper depending on how loose the knobs are. You'll be surprised at how well this fix works.
