Preheat the oven to 350 F. In a large bowl, combine cake mix, eggs, and vegetable oil until smooth. Fold in the white chocolate chips and dried cherries.
Use a cookie scoop to place the cookies onto a large ungreased baking sheet. Bake for 10-12 minutes.