In a medium bowl, combine all ingredients with the exception of the sliced almonds and mix well. Cover tightly, either with plastic wrap or in a covered airtight container and refrigerate overnight.
After refrigeration, stir in 2 tablespoons of the sliced almonds. Scoop into serving bowl and top with additional almonds. If desired, top with fresh sliced peaches and cherries.