The 27-year-old defender has joined in a deal worth up to £20m and signed a four-year deal at Elland Road.
Llorente, who will wear the No 14 shirt, has become the second Spain international to join Leeds this summer with the club having already secured Rodrigo from Valencia.
The defender spent the early part of his career at Real Madrid, but only made three appearances for the first team.