Yes. Unless you (or your brother) can pay the deficiency and bring the loan current, you have to move. That is, the bank has the right to foreclose, and apparently intends to do so. Cash for keys at least gives you something. Take it, and find some other place to live. If you decline, they'll foreclose anyway and you'll receive nothing.
Hope that helps.