The crews were called to Belmont at 4pm. They were expected to work through the night protecting woods and nearby buildings.
A spokesman said the fire was difficult to contain because the moor was so dry. Firefighters from Greater Manchester and Lancashire were involved.
No one was reported to have been injured.
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