I have been overcharged on a vehicle purchase. I signed the contract without seeing the numbers. What is my liability?

If the contract was the numbers you are complaining about, and you did not "see" because you were rushed, etc., then you are likely stuck with it.  If the contract was blank and the numbers filled in later, unless you can prove that, you are stuck with that too.