LightOn open-sources SOTA sparse retrievers SlideOn and mSlideOn at 174M/339M

IgorCarron · x · 2026-10-19

LightOn released SlideOn and mSlideOn, fully open SOTA sparse retrievers at 174M and 339M parameters, covering English, multilingual, long-context, and code retrieval. Models and companion sparse autoencoders are on Hugging Face. Positioned for first-stage retrieval, they can be cascaded with a multi-vector reranker and a decision model.

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