“East Bound Freight Train” was written by Grandpa Jones (Louis Marshall Jones) and first recorded by Jones himself in 1946. Jones was a Grand Ole Opry mainstay and old-time-banjo standard-bearer through the 1940s and 1950s; the song belongs to a tradition of train pieces he made central to his repertoire, alongside “Eight More Miles to Louisville” and other Jones originals.
The bluegrass life of the song begins with Don Reno, Red Smiley and the Tennessee Cut-Ups, who cut it as a 1960 single on King — backed with their reading of Merle Travis’s “Dark as a Dungeon.” The Reno arrangement, with Reno’s signature single-string banjo runs and Smiley’s baritone lead, is what most bluegrass pickers reference today; the song became a regular call at festivals through the 1960s and 1970s.
The lyric is a straightforward train-leaving-tonight piece — the narrator riding the eastbound freight away from a town that has done him wrong — placing the song firmly inside the broader railroad-and-rambling strand of country and bluegrass writing.