Firefighters responded to 190 West Shore Trail and worked to extinguish the blaze, Sparta police said in a release.
One of the residents had to be transported to a nearby hospital with minor burns and smoke inhalation, police said.
The Sparta Police Detective Bureau will be investigating the origin of the fire, police said.
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