How SORT Transforms Precision Ranking with a Transformer‑Based Architecture

SORT re‑architects industrial‑scale ranking by shifting to a request‑centric data paradigm, integrating sparse and MoE optimizations into a Transformer backbone, and delivering significant CTR‑AUC, FLOPs, and online metric improvements while maintaining high training and inference efficiency.

Large Model ScalingRankingSparse Attention

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How SORT Transforms Precision Ranking with a Transformer‑Based Architecture