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Pinterest engineers implemented request-level deduplication to reduce redundant computation in recommendation models. The Foundation Model, presented at ACM RecSys 2025, achieved a 100x increase in transformer dense parameters and a 10x increase in model dimension, directly improving content quality across multiple surfaces.
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