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Preheat the oven to 350 degrees, and line two baking sheets with parchment or non-stick sheet.
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In a medium bowl, stir the flour, cornstarch, baking soda, salt, and cinnamon. Set aside.
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In a large bowl, beat together the butter and both sugars until fluffy.
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Beat in the eggs and vanilla until smooth.
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Slowly add in the flour mixture until well combined. Fold in the chocolate chips and walnuts.
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Scoop large 2 tablespoon-fulls onto your baking sheets. Bake for 8-10 minutes, or until edges are slightly golden.