The incident happened on the CSX tracks near West Ninth Street and Bancroft Parkway.
One car of the train had its undercarriage ripped out and came to rest about a hundred feet away, still attached to the rest of the train.
No injuries were reported.
CSX workers are on the scene.
There was no immediate impact on nearby streets.