The evacuation is just a precautionary measure, and fire authorities say no injuries have been reported.
FDNY officials describe the blaze as a sub-basement electrical vault fire. Power had to be cut while fire authorities investigated.
Authorities had the flames under control by 1:15 p.m.
No further details were immediately available.