A statement from the Patriotic Union of Kurdistan said two students and one worker at the Technical Institute in the Sulaimaniyah province in northern Iraq were killed, IraqiNews.com reported.
Information about what caused the fire was not reported.
An Emergency Services official said the injured students were taken to a hospital.
Notable deaths of 2014 [PHOTOS]
Syrian Al Qaida group executes Lebanese soldier