view article Article GLInt: Geometry-Matched Hard Negatives for Late-Interaction Retrieval chungimungi • 27 days ago • 13
view article Article Training and Finetuning Multi-Vector Embedding Models with Sentence Transformers tomaarsen • 10 days ago • 112
💧 LFM2.5 Collection Collection of post-trained and base LFM2.5 models. • 16 items • Updated about 1 month ago • 218
jina-embeddings-v5-omni: Text-Geometry-Preserving Multimodal Embeddings via Frozen-Tower Composition Paper • 2605.08384 • Published May 8 • 11
jina-embeddings-v5-omni Collection Multimodal (text + image + video + audio) embedding models aligned with jina-embeddings-v5-text-*. Two sizes, four task variants each. • 27 items • Updated Jul 27 • 39
view article Article DenseOn with the LateOn: Open State-of-the-Art Single and Multi-Vector Models lightonai • Apr 21 • 45
DenseOn & LateOn Collection A collection of open state-of-the-art single and multi-vector models for English retrieval • 9 items • Updated Jul 30 • 13
CodeScout Collection RL-trained code search agents (1.7B, 4B, 14B) that outperform 2–18× larger models using only a Unix terminal. 📄 arxiv.org/abs/2603.17829 • 12 items • Updated Mar 19 • 8
ColBERT-Zero: To Pre-train Or Not To Pre-train ColBERT models Paper • 2602.16609 • Published Feb 18 • 9
artificial-hivemind Collection This collection contains datasets for the Artificial Hiveminds paper. • 4 items • Updated May 16, 2025 • 16
LightOnOCR-2 🦉 Collection LightOnOCR-2-1B: a lightweight high-performance end-to-end OCR model family • 12 items • Updated Jul 30 • 27
Sarashina2.2 Collection Large Language Models developed by SB Intuitions. Pretrained and instruction-tuned models are available in three sizes: 0.5B, 1B, and 3B. • 6 items • Updated Mar 5, 2025 • 11
view article Article Introducing RTEB: A New Standard for Retrieval Evaluation +4 fzliu, KennethEnevoldsen, Samoed, isaacchung, tomaarsen, fzoll • Oct 1, 2025 • 148
view article Article Welcome EmbeddingGemma, Google's new efficient embedding model +4 tomaarsen, Xenova, alvarobartt, ariG23498, pcuenq, sergiopaniego • Sep 4, 2025 • 278
view article Article Training and Finetuning Sparse Embedding Models with Sentence Transformers tomaarsen, arthurbresnu • Jul 1, 2025 • 138