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Pinterest Fixes Multi‑Epoch Embedding Training Issue
Pinterest discovered that training large ID embeddings over multiple epochs reduced Homefeed ranking quality by ~6%; freezing embeddings in the first epoch and later adapting them restored quality and increased online saves by 1.09%.