Veterans that live in the sunshine state of Florida can use the VA mortgage for a home purchase or refinance. The Florida VA loan program backed by Veterans Affairs is a benefit offered to men and women that served our great country. For many reasons, the VA loan in Florida has been an important benefit for Veterans buying a home and starting a family.