Fire crews were dispatched to Peter Street in Pitsmoor after reports of a fire at a domestic garage.
A plume of black smoke could be seen across the city after South Yorkshire Fire Service received the call at around 6.10pm.
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It is not known what has caused the blaze or if there are any injuries or damage at this stage.
Crews are currently at the scene.