In large bowl, beat cream cheese with electric mixer on medium speed, stopping to scrape side occasionally, until smooth. Add brown sugar, marshmallow creme and vanilla, and beat until smooth. Add eggs, 1 at a time, beating 1 minute after each addition. Use rubber spatula to stir in cinnamon. Sprinkle 1 cup chocolate chips over crust. Pour batter over chips.