Rami has been linked with Arsenal and Tottenham in recent weeks.
He told L'Equipe: "The club wanted to renew and the proposal was interesting, but I refused. There is a 60% chance for me to go. The team is already looking for other players.
"There are contacts with some clubs but I cannot say anything. I believe that the Premier League would suit me, and now I'll think about things back in France."