We are from Jefferson County, too. We always go through Nashville. It is about 16 hours. My kids were 1 yr and 4 yrs the first time we drove to Fl (we didn't go to Disney that year). We did the drive 4 yrs in a row. A tv in the car was a big help, and as they got older we moved on to video games.
Good luck and have fun.