Producer: Kanye West
Producer, Co- Producer: NO-ID
Producer, Co- Producer, Studio Personnel, Recording Engineer, Associated Performer, Guitar: Mike Dean
Studio Personnel, Recording Engineer: Andrew Dawson
Studio Personnel, Recording Engineer, Mixer: Anthony Kilhoffer
Studio Personnel, Recording Engineer, Assistant Mixer: Christian Mochizuki
Studio Personnel, Recording Engineer: Noah Goldstein
Studio Personnel, Assistant Mixer: Pete Bischoff
Studio Personnel, Assistant Mixer: Phil Joly
Associated Performer, Guitar, Bass (vocal): Ken Lewis
Associated Performer, Organ: Ken Lewis
Associated Performer, Keyboards: Brent Kolatalo
Associated Performer, Cello: Chris \"Hitchcock\" Chorney
Associated Performer, Background Vocalist: Tony Williams
Composer Lyricist: Kanye West
Composer Lyricist: Corey Woods
Composer Lyricist: Scott Mescudi
Composer Lyricist: Gene Clark
Composer Lyricist: Roger McGuinn
Composer Lyricist: Mike Dean
Composer Lyricist: NO I.D.
Composer Lyricist: Malik Yusef
