NanoBEIR datasets Collection These datasets are compatible with the (Sparse)NanoBEIREvaluator with Sentence Transformers v5.2+. Also CrossEncoderNanoBEIREvaluator if bm25 column • 16 items • Updated 15 days ago • 11
view article Article Transformers v5: Simple model definitions powering the AI ecosystem +2 28 days ago • 256
gliner2 family Collection GLiNER2 extends the original GLiNER architecture to support multi-task information extraction with a schema-driven interface. This base model provides • 4 items • Updated 24 days ago • 16
view article Article Introducing MTEB v2: Evaluation of embedding and retrieval systems for more than just text Oct 20 • 34
Fantastic (small) Retrievers and How to Train Them: mxbai-edge-colbert-v0 Tech Report Paper • 2510.14880 • Published Oct 16 • 18
⚛️ Liquid Nanos Collection Library of task-specific models: https://www.liquid.ai/blog/introducing-liquid-nanos-frontier-grade-performance-on-everyday-devices • 22 items • Updated 2 days ago • 101
mmBERT: a modern multilingual encoder Collection mmBERT is trained on 3T tokens from over 1800 languages, showing SoTA scores on benchmarks and exceptional low-resource performance • 16 items • Updated Sep 9 • 49
Zeroshot Classifiers Collection These are my current best zeroshot classifiers. Some of my older models are downloaded more often, but the models in this collection are newer/better. • 12 items • Updated Jan 6 • 147