F3 Lightning: How Meta Accelerates Ads ML Features to Production at Scale

Meta developed F3 Lightning, an enhanced infrastructure layer for its Facebook Feature Framework, enabling independent, faster, and more efficient machine learning feature releases for ads ranking models without increasing compute costs.