Video captured the raging flames on 51st Avenue in Cicero.
Firefighters are working to extinguish the flames.
Officials did not immediately say whether anyone has been injured.
What caused the fire was not immediately clear.
Further information was not immediately available.
This is a developing story. Check back with ABC7 for updates.