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Does this happen on WiFi as well? If it's only when you're connected to mobile data, then it could either be your mobile network is slow or your SIM card is not provisioned properly (or damaged). If this is the case, then a call to your carrier may be needed.
Have you tried clearing the cache on the Facebook app?