For the federal tax return, at the end of the underpayment penalty section in TurboTax you come to a screen that says "Let the IRS Bill Me Later." That screen has two buttons: "Let the IRS Bill Me Later" and "Pay It Now." If you click "Let the IRS Bill Me Later" the penalty will be removed from your Form 1040.
