Authorities are trying to figure out what caused a Durham hotel fire on Monday evening.

Flames damaged units on the first and second floors of the Budget Inn, 2101 Holloway St.

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Witnesses said they saw flames shooting out of the side of the hotel.

No one was hurt.

Investigators said they believe the fire was accidental.