UltraBERT Collection UltraBERT: Beyond the Limit of BERT Pre-Training. Pre-trained 150M/380M encoders and a text embedding model, English, 32K context. • 4 items • Updated 4 days ago • 28
JEV-as-a-Judge: Accept When Confident, Escalate When Unsure Paper • 2609.26550 • Published 26 days ago • 43
view article Article mLateOn: A New SoTA for Multilingual ColBERT-Style Retrieval, Evaluated on HAKARI-Bench hotchpotch • Aug 13 • 10
view article Article Introducing jev-reranker: Reranking and Relevance Filtering for RAG hotchpotch • 29 days ago • 10
Kev Collection Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own • 6 items • Updated 16 days ago • 34
Hyper3-CLIP: Hierarchy-Conditioned Hyperbolic Vision-Language Training Paper • 2608.29313 • Published Aug 29 • 3
HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness? Paper • 2609.01437 • Published Sep 1 • 517
MoganBert-TR: A Turkish Encoder Foundation Model Trained from Scratch with a CLM-to-MLM Curriculum Paper • 2608.25768 • Published Aug 26 • 5
MoganBERT Collection MoganBERT Turkish Pre-Trained Encoder Collection • 5 items • Updated 20 days ago • 7
view article Article LEMUR and Mean Centering for Late-Interaction Retrieval in txtai NeuML • Aug 13 • 9
jina-reranker-v3.5: An Efficient Listwise Reranker with Hybrid Attention and Self-Distillation Paper • 2607.18152 • Published Jul 20 • 6
view article Article Multi-Vector (Late Interaction) Embedding Models with Sentence Transformers +1 tomaarsen, NohTow, raphaelsty • Aug 18 • 119
LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers Paper • 2608.06867 • Published Aug 7 • 115
view article Article FineBooks: are open OCR models good enough to unlock historical knowledge? finebooks • Aug 10 • 26
view article Article mDenseOn with the mLateOn: Open Multilingual, Long-Context, and Code Retrieval Models lightonai • Jul 30 • 40
ModernBERT-TR Collection A 150M-parameter Turkish encoder family of base and downstream task models. • 20 items • Updated Jul 20 • 14
Simple Projection Variants Improve ColBERT Performance Paper • 2510.12327 • Published Oct 14, 2025 • 9