Machine LearningConsumer Tech6 min reading time

Yandex Introduces Sona: A Single Generative Recommender That Replaces Entire Recommendation Cascade

MarkTechPost
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Yandex developed Sona, a generative AI model that unifies candidate generation and ranking into a single transformer, replacing multiple stages in recommendation pipelines. Tested on Yandex smart speakers, Sona improved efficiency by handling over 15 candidate generators and ranking stages in one system without hand-engineered features.

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