The IRS Code states: "We will accept an Offer in Compromise when it is unlikely that we can collect the full amount owed and the amount you offer reasonably reflects the collection potential..." (Internal Revenue Code section 7122).
Often it is possible to fully and completely eliminate the taxes you owe - including all penalties and interest - at an enormous discount. There is no preset bottom limit that the IRS will accept to settle your debt.
If done correctly, and you qualify, your debt may be settled for less than you presently owe.