Fire fighting teams from Chesterfield, Staveley and Clay Cross were alerted to the fire on Sanforth Street, Newbold, just after 5am.
A spokesperson for Derbyshire Fire and Rescue Service said: “People are being asked to avoid the area while the incident and investigation into the cause of the fire is ongoing.
“No further information is currently available.”