Two 307M-parameter multilingual retrieval models that achieve state-of-the-art results on English general-domain retrieval (BEIR), long-document retrieval (MLDR), multilingual retrieval (MIRACL) and code retrieval (MTEB Code).

One 2-billion-parameter model reads text passages and scanned pages on the same relevance scale, from a single adapter and a single deployment.

Meet LightOn Facets, the simplest way to find documents by what they are, not just what they say.