SlideOn & mSlideOn Collection A collection of pretrained sparse autoencoders (SAEs) and fine-tuned sparse retrievers for English and multilingual, long-context, code retrieval • 4 items • Updated 1 day ago • 6
UltraVBERT Collection Tiny vision-language models for visual document retrieval, built on UltraBERT. • 5 items • Updated 2 days ago • 5
view article Article SlideOn & mSlideOn: Sparsified Late-Interaction and Dense Retrievers lightonai • 1 day ago • 19
GLiClass-v4 Collection The next generation of zero-shot classifiers. • 3 items • Updated 5 days ago • 9
view article Article Welcome Beam: a 501B open model you can own, customize, and scale +1 burtenshaw, merve, pcuenq • 5 days ago • 48
Beam 1.0 Collection Reflection’s first open-weight model, built for coding, reasoning, and agentic tasks • 4 items • Updated 5 days ago • 43
view article Article ViDoRe V3: a comprehensive evaluation of retrieval for enterprise use-cases QuentinJG • Nov 5, 2025 • 70
Timestral Collection Time series foundation models for zero-shot probabilistic forecasting. • 4 items • Updated about 14 hours ago • 41
view article Article UltraBERT: One Encoder for Classification and Retrieval dmis-lab • 7 days ago • 59
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 7 days ago • 28
Nemotron Retriever Collection Formerly known as Nemotron RAG. Models for embedding, reranking, and document parsing for RAG and agentic retrieval. • 9 items • Updated about 16 hours ago • 112
Amos 1 Collection Open-weight decision models from 0.5B to 27B: typed questions in, a probability for every answer out. Apache 2.0. • 4 items • Updated 8 days ago • 13
view article Article UIBK-Embedding-v1: A Dense and a Late-Interaction Retriever in One Model, One Index and One Search abdoelsayed • 8 days ago • 13
[Sparse models] French SparseUp Collection French replication of Linkup-Platform/linkup-sparseup-embed-v1 sparse model. • 6 items • Updated about 17 hours ago • 1
view article Article Sparseup-fr: A French replication of Linkup's sparse embedding model alphaedge-ai • 9 days ago • 10
view article Article ColGrep-Agent: Cutting Frontier Coding Agents’ Tokens by a Third lightonai • 9 days ago • 20