Tag

#embeddings

2 stories tagged embeddings.

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

Scatter of about 17 dictionary concepts plotted by cosine distance from a seed word, clustered into a near band of banned cliches and a middle band of surprising-but-related lenses the generator is allowed to use.

How to make an LLM escape its own prior with geometry

Novel Search Space breaks an LLM out of its prior by ranking 80,000 dictionary words by embedding distance, banning the obvious neighbours, and forcing the model to brainstorm only from a surprising-but-related band.

Lars Cornelissen · Jun 27, 2026