Cherries in the Snow Cake I Be The First To Review By Anonymous recipe This cake made my grandmother famous on her block!! So easy too!! Great for block parties, picnics, or holidays. Cherries in the Snow Cake I Ingredients 1 (18.25 ounce) package yellow cake mix1 (3.5 ounce) package instant vanilla pudding mix1 (21 ounce) can cherry pie filling Instructions 1 Prepare and bake cake according to directions given on cake mix box using a 9 x 13 inch pan. Cool in pan. 2 Prepare pudding according to directions. Pour on top of cooled cake. Pour cherries on top of pudding. Serve. Refrigerate any leftovers.