According to an arrest report, Flo Rida, whose real name is Tramar Dillard, asked officers to let him walk home after failing a field sobriety test at about 3:45 a.m. Thursday. He blew twice the legal limit on a device to measure his blood-alcohol level.
The report stated that the rapper had blood-shot eyes and slurred speech. Authorities said he told officers he'd had a few drinks and didn't think he could walk a straight line.
A crowd apparently gathered and one fan even offered to give him a ride home.
The 31-year-old rapper was charged with DUI and driving with a suspended license. He was being held on $2,000 bond.
His debut song, the party jam "Low," and "Right Round" both hit the No. 1 spot on the Billboard Hot 100 chart.
The Associated Press contributed to this report.