kapynResearch

SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation Systems

SilverTorch is a new retrieval paradigm for recommendation systems that unifies retrieval components under a single architecture. This approach achieves up to 23.7x higher throughput than state-of-the-art methods and offers 20.9x greater compute cost efficiency compared to CPU-based solutions, while also improving accuracy.

Meta Engineering·May 26, 2026

Opening Kapyn…