They have been shutting them down like Germany has. Their oldest one was shut down in 2020.
It seems they’re making 6 new plants though.
https://www.world-nuclear-news.org/Articles/Macron-announces-French-nuclear-renaissance#:~:text=France%20will%20construct%20six%20new,President%20Emmanuel%20Macron%20has%20said.