In August Delta Financial announced layoffs. On December 6th it was said that Delta Financial may soon file for bankruptcy. That day is now. Delta Financial Corp., the Woodbury-based subprime mortgage lender, filed for bankruptcy Monday, almost two weeks after announcing it would stop originating loans and file for court protection.