The train, which was on its way from Chicago to the Pacific coast, carried 141 passengers and 16 crew members.
Eight of the ten wagons ran off the rails. The accident happened around 16 local time.
The cause of the accident has not yet been determined. An investigation has been launched.
Montana’s Disaster and Emergency Services coordinator told the New York Times that more than 50 people were injured.