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#on-device

1 story tagged on-device.

VultronRetriener model family MTEB scores versus other open embedding models. VultronRetriever-base leads at 72.1, followed by E5-Mistral at 70.3, BGE-M3 at 69.8, and nomic-embed at 68.5.

VultronRetriever takes on-device RAG to the MTEB top

VultronRetriver is a family of embedding models built for on-device retrieval. The 8B variant tops the MTEB leaderboard while running fully offline on an iPhone for Q&A.

Lars Cornelissen · Jul 12, 2026