The incident occurred in the 7200 block of Rupert Street around 3 a.m. Sunday morning.
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Initial reports indicated three people were trapped inside, but firefighters say everyone was able to get out safely.
The Red Cross is helping those affected by the fire.
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The cause of the fire is under investigation.