you could try explaining that this is an important personal goal of yours, and you would appreciate his support... give him an opportunity to be a part of the solution.

that can be a lot of different things, he doesnt have to eat the same food as you, but he can be sensitive to the fact that you are trying to improve your eating habits. that means eating his chocolate cake quietly without the Mmmms and the Ahhhhs!