Qianfan-OCR: A Unified End-to-End Model for Document Intelligence Paper • 2603.13398 • Published 23 days ago • 152
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published 16 days ago • 91
F2LLM-v2: Inclusive, Performant, and Efficient Embeddings for a Multilingual World Paper • 2603.19223 • Published 14 days ago • 30
Supervised Fine-Tuning or Contrastive Learning? Towards Better Multimodal LLM Reranking Paper • 2510.14824 • Published Oct 16, 2025 • 2
Encoders vs Decoders: the Ettin Suite Collection A collection of SOTA, open-data, paired encoder-only and decoder only models ranging from 17M params to 1B. See the paper at https://arxiv.org/abs/250 • 30 items • Updated Mar 2 • 28
Scaling Language-Centric Omnimodal Representation Learning Paper • 2510.11693 • Published Oct 13, 2025 • 107
MM-CondChain: A Programmatically Verified Benchmark for Visually Grounded Deep Compositional Reasoning Paper • 2603.12266 • Published 21 days ago • 19
The Big Benchmarks Collection Collection Gathering benchmark spaces on the hub (beyond the Open LLM Leaderboard) • 13 items • Updated Nov 18, 2024 • 264
jina-embeddings-v5-text Collection Our 5th-gen embeddings: two lightweight multilingual models with SOTA performance in retrieval, matching, clustering, and classification. • 29 items • Updated Feb 27 • 38
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey Paper • 2507.20783 • Published Jul 28, 2025 • 1
Tool-Retrieval Collection The first large-scale and diverse tool retrieval benchmark. See our homepage for more details: https://github.com/mangopy/tool-retrieval-benchmark. • 8 items • Updated Jun 26, 2025 • 3
ConTEB evaluation datasets Collection Evaluation datasets of the ConTEB benchmark. Use "test" split where available, otherwise "validation", otherwise "train". • 8 items • Updated Jun 2, 2025 • 3
jina-vlm Collection Jina-VLM: Small Multilingual Vision Language Model • 3 items • Updated Dec 15, 2025 • 9
Nemotron RAG Collection Set of tools to build retrieval-augmented generation (RAG) systems, improve search and ranking accuracy, and extract structured data from complex docs • 9 items • Updated 2 days ago • 84
Uni-MoE-2.0-Omni: Scaling Language-Centric Omnimodal Large Model with Advanced MoE, Training and Data Paper • 2511.12609 • Published Nov 16, 2025 • 106