You still need to pay federal and state income taxes if you have a traditional IRA but you will not be assessed an extra 10% penalty for taking a distribution before 59 1/2 years of age.
If you have a Roth IRA, you may need to pay tax only on the earnings if you own the IRA 5 years or less otherwise it isn't taxable since you are over age 59 1/2.