Ashley,
I'll bet your setting the belt too tight. A sewing machine belt needs to be just tight enough to not slip. When it's right it will look and feel loose.
Also the black V-belts are far better than the cogged amber plastic ones. The cogged ones tend to require more tension to prevent slipping.
Joe