The 25-year-old centre-back has signed a two-and-a-half-year contract with the Ligue 1 side, who are currently sixth in the table. A transfer fee has not been disclosed.
Martinez, who was recently called up by the Uruguay national team, will join up with VA at the start of next week.
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