The shooting occurred at Ilous Ellis Park in Fort Pierce.
One of the victims was critically injured and four others were wounded while attempting to leave the area, including a child.
Authorities said that more than 1,000 people were attending the event.
The local sheriff's office said the shooting started after a disagreement but did not say whether any suspects were in custody.
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