In certain cases, the IRS Offer in Compromise allows you to settle overdue taxes for less than the full amount. You can also reduce penalties through First-Time Penalty Abatement or reasonable cause relief. However, the IRS rarely forgives the underlying income tax outright most programs require that you pay what you can genuinely afford.