Permanent residency cards in France are called “Carte de Résident” (CR). They are valid for ten years and renewable.
After five years, you also have the option of applying for the EU long-term resident card. This is for applicants who have held the European Blue Card.
France Permanent Resident Requirements:
To apply for the CR, you must have lived in France for at least five years.