Getting my name off the deed

I am trying to buy a home, because the home I currently live in is being foreclosed on. I am on the mortgage, but not on the actual note. I am the only one on the deed. My ex quit claim the deed over to me in the divorce, but he is the only one on note. Mortgage company states that I am not even authorized to talk on the account. They will not work with me financially, and I haven't seen or heard from my ex in 6 years. The program I am trying to buy the house states I cannot be on the deed to this home. Since I can't do a modification, deed in lieu, or anything else could I quit claim the deed over to my father. Since I am not responsible for note could they go after me or my father financially? I am in desperate need of help.

Thanks!!