Harry & Sally leave for Florida by car from The University of Chicago which is on the south side of the city. The very next scene shows them driving southbound on Lake Shore Drive approaching The Drake Hotel which is on the north side of the city.
To drive to Florida from the South Side of Chicago, one would head south; not drive 8 miles north and then turn around and go south again.