According to officials, the flames sparked in the basement of a multi-unit building at 71 Charter Oak Street.
The Red Cross reported they are assisting 13 families affected by the fire.
The cause of the fire is not known at this time.
There has been no word on any injuries.
News 8 will update this story with more information as it becomes available.