In HoME 10, 'Morgoth's Ring' it is said
Quote:
Morgoth, at the time of the War of the Jewels had become permanently 'incarnate'
VII, Notes on motives in the Silmarillion
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Then, as a fully incarnate, it is likely that Morgoth was the only Vala who needed to eat.