Combine sugars, milk and cocoa in large saucepan. Cook over medium heat, stirring constantly until mixture reaches 238°F on candy thermometer.

Remove from heat; add peanut butter, butter and vanilla. Stir until melted. Pour into greased 13×9 in pan (or 9×9in pan for thicker fudge). Cool completely. Cut into 1 inch squares.