It happened around 3 a.m. Tuesday on Kensington Avenue and Somerset Street.
Officials said the flames originated from a Boost Mobile store underneath the apartments.
Two men and a woman suffered non-life-threatening injuries.
The fire marshal is investigating how the fire started.