Abidal did not train Monday because of "slight muscular fatigue," according to a team spokesman.
Asked why Toulalan did not train Tuesday, the spokesman said: "It's the same as Abidal yesterday, he's being rested."
France start their campaign against Uruguay Friday in Cape Town. They will also face Mexico and hosts South Africa in Group A.
(Reporting by Patrick Vignal, editing by John Mehaffey)