The plan for losing weight with fibromyalgia is similar to any plan for losing weight. You should eat fruits and vegetables; foods with healthy fats and whole grains; and chicken and fish. Eliminate processed foods and foods high in refined sugar and carbohydrates, and limit foods high in saturated fat.