"Baby Don't Go" is the fourth single from Fabolous's fourth album From Nothin' to Somethin'. The video features Jermaine Dupri and is produced by him also. 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.