The blaze started at about 3:00 on Sunday afternoon, and quickly spread to two neighboring buildings.
All of the residents got out safely. One person was treated for smoke inhalation.
Several homes on Madison Street have been evacuated as a precaution while crews battle the fire.
At least two buildings have sustained major damage.
The cause of the fire remains under investigation.
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