The 19-year-old, who scored twice in 26 senior appearances for the Pilgrims, had been out of contention due to university commitments until a surprise return to the fold against Hednesford Town on January 11.
The cancellation of his contract now allows Reed to pursue other football opportunities around Sheffield where he is at university — and he leaves with the best wishes of everybody at The Jakemans Stadium.