Police were called to the North American Motor Lodge, on the 4400 block of City Avenue, late Friday night.
Investigators say 300 people were inside attending a party when an argument broke out.
The agrument led to a fight. During the fight, police say someone fired gunshots into the air.
No injuries were reported. Police did take several people in for questioning.