As many as 10 people were shot in the incident at around 2:00 am (0600 GMT) in an area of Miami called Liberty City, the Miami Herald and CBS news reported, quoting city officials.
Police were not immediately available for comment and there were few details available about the latest shooting in the country plagued by gun violence.