
Liquid AI released LFM2.5-Embedding-350M and LFM2.5-ColBERT-350M, both 350M-parameter bidirectional models for fast multilingual search across 11 languages. The dense bi-encoder offers the fastest search and smallest index. The late-interaction ColBERT variant matches queries word-by-word for higher accuracy. Both are available on Hugging Face under the LFM Open License v1.0.
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Summary by ByteBrief
Zyphra Releases Zamba2-VL Hybrid Vision-Language Models