1 pkg. (2-layer size) yellow cake mix( some people prefer a spice cake instead)
HEAT oven to 350°F. Grease and flour 2 (9-inch) round baking pans. Beat cake mix, 1 cup pumpkin, milk, oil, eggs and 1 tsp. spice in large bowl with mixer until well blended. Pour into prepared pans.
BAKE 28 to 30 min. or until toothpick inserted in centers comes out clean. Cool in pans 10 min. Remove from pans to wire racks; cool completely. Beat cream cheese in small bowl with mixer until creamy. Add sugar, remaining pumpkin and spice; mix well. Gently stir in COOL WHIP.
CUT each cake layer horizontally in half with serrated knife; stack on serving plate, spreading cream cheese filling between layers. (Do not frost top layer.) Drizzle with caramel topping just before serving; sprinkle with nuts. Refrigerate leftovers.
how to Slice and Stack Cake Layers Place 1 of the cooled cake layers on serving plate. Make 2-inch horizontal cut around side of cake, using long serrated knife. Cut all the way through cake layer to make 2 layers. Remove top layer by sliding it onto 9-inch round cardboard circle. Frost cake layer on plate with 1/3 of COOL WHIP mixture. Slide top half of split cake layer from cardboard circle onto frosted layer on plate. Place the remaining unsplit cake layer on a cutting board. Cut into 2 layers as done for the first layer. Repeat process of transferring cake layers to stacked cake layers on plate using the cardboard circle