The accident occurred on Thursday morning. The plane, which was en route from Ankara to Kabul, landed in Baku for fueling. The aircraft crashed while taking off.
The Il-76 belonged to Ukraine's Azovavia airline and was chartered by the Ukrainian defense ministry.
The cause of the accident has not been reported yet, and it is not, thus far, clear what cargo was on board.