"Baby Don't Go" is the fourth single from Fabolous' fourth studio album From Nothin' to Somethin'. The video features Jermaine Dupri, who also produced the song. T-Pain contributes to the radio and album version. A somewhat similar instrumental for the song was used in season 2 of Jersey Shore.
The song contains samples from "The Finer Things" by Chuck Stanley and "Let Me Get Some" by Whodini.
The video, which features Fabolous and Dupri premiered on BET's 106 & Park on September 12, 2007. Larissa Hodge-Aurora and Shay Johnson, better known as Bootz and Buckeey from VH1's Flavor of Love and ' make cameos. The video was shot at the New Jersey mansion of New York Giants defensive end Osi Umenyiora. T-Pain does not appear in the video.