The fire happened on the third floor of the nine-story Lincoln Perry apartment building.
According to the fire department, one of the victims is a 52 year-old resident who suffered smoke inhalation.
The other victim is a 24 year-old security guard at the building.
Neither of their injuries appeared to be life threatening.
The fire was contained to a single apartment. The cause of the fire is under investigation.
