Rod Fanni scored the late winner, which moves Elie Baup’s side five points behind leaders Paris St Germain.
The two sides play each other next weekend in a huge game at the top of Ligue 1.
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Who of Europe’s top strikers will move to England this summer?
After a dreadful start to their Bundesliga campaign, Borussia Dortmund appear to have weathered the storm after going five matches without defeat.