The blaze broke out at 5 a.m. Monday in the 1100 block of St. Andrews Road.
Firefighters arrived to find flames shooting the roof of one of the units.
There no immediate reports of injuries as crews worked to bring the situation under control.
Fire investigators will work to determine what sparked the blaze.
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