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

T1Covered by 1 source · first reported by Meta — Newsroom / Engineering at 03 Nov, 17:00 UTC

Facebook Feature Framework (F3) is Meta’s framework for authoring, compiling, and serving the machine learning features underlying ads ranking models, where a single request can require more than 20,000 features. We first presented F3 at AI @ Scale 2020. F3 reduced execution computational costs by…

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Sources

• T1F3 Lightning: How Meta Accelerates Ads ML Features to Production at ScaleMeta — Newsroom / Engineering03 Nov, 17:00