In a large bowl, whisk sugar, eggs, vegetable oil, and buttermilk until smooth. In a separate medium bowl, combine flour, cornmeal, baking powder, baking soda, and salt. Fold flour mixture, jalapeno, and cheddar into liquid until batter is just combined.