Sona: one transformer replaced our 15+ candidate generators, pre-ranker and ranker in an A/B test [R]

Our production recommender at Yandex Music has 15+ candidate generators feeding pre-ranking and ranking models with hundreds of features. LLMs showed that one end-to-end model can take over work that used to be split across specialized components, and single-model generative recommenders have…