I filed head of household. Im getting divorced. Leans were held on debt he owed. Because we filed separate I do not qualify for the injured spouse form. What should I do?

I tried to file the injured spouse form but I don't qualify for that because we filed separate, but the money has already been deducted from my taxes. How can I resolve this so I can get this money back, and the debt is transferred to him?