Crews were called to the former Mountain Manor Inn in Monroe County around 7 p.m. Sunday.
Arriving firefighters were met with flames shooting from the building.
They say the building has been vacant for more than 10 years with no working utilities.
A cause is under investigation.
No injuries were reported.
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