LFM2.5-Embedding-350M is a dense bi-encoder for fast multilingual retrieval. It produces a single vector per document — the smallest, fastest index — for reliable cross-lingual search across 11 languages. Best-in-class multilingual accuracy for a dense embedder of its size. Inference speed is on par