OpenResearcher-30B-A3B-GGUF

<div style="display: flex; align-items: center; justify-content: center; gap: 8px;"> <img src="https://raw.githubusercontent.com/TIGER-AI-Lab/OpenResearcher/main/assets/imgs/or-logo1.png" style="height: 84px; width: auto;"> <img src="https://raw.githubusercontent.com/TIGER-AI-Lab/OpenResearcher/refs/heads/main/assets/imgs/openresearcher-title.svg" style="height: 84px; width: auto;"> </div> <div align="center"> <a href="https://arxiv.org/abs/2603.20278"><img src="https://img.shields.io/badge/arXiv-B31B1B?style=for-the-badge&logo=arXiv&logoColor=white" alt="Blog"></a> <a href="https://huggingface.co/papers/2603.20278"><img src="https://img.shields.io/badge/Paper-FFD966?style=for-the-badge&logo=huggingface&logoColor=ffffff" alt="Model"></a> <!-- <a href="https://huggingface.co/papers/2603.20278"><img src="https://img.shields.io/badge/arXiv-B31B1B?style=for-the-badge&logo=arXiv&logoColor=white" alt="Blog"></a> --> <!-- <a href="https://x.com/DongfuJiang/status/2020946549422031040"><img src="https://img.shields.io/badge/Twitter-000000?style=for-the-badge&logo=X&logoColor=white" alt="Blog"></a> --> <!-- <a href="https://boiled-honeycup-4c7.notion.site/OpenResearcher-A-Fully-Open-Pipeline-for-Long-Horizon-Deep-Research-Trajectory-Synthesis-2f7e290627b5800cb3a0cd7e8d6ec0ea?source=copy_link"><img src="https://img.shields.io/badge/Blog-4285F4?style=for-the-badge&logo=google-chrome&logoColor=white" alt="Blog"></a> --> <a href="https://github.com/TIGER-AI-Lab/OpenResearcher"><img src="https://img.shields.io/badge/Github-181717?style=for-the-badge&logo=github&logoColor=white" alt="Blog"></a> <a href="https://huggingface.co/datasets/OpenResearcher/OpenResearcher-Dataset"><img src="https://img.shields.io/badge/Dataset-FFB7B2?style=for-the-badge&logo=huggingface&logoColor=ffffff" alt="Dataset"></a> <a href="https://huggingface.co/OpenResearcher/Nemotron-3-Nano-30B-A3B"><img src="https://img.shields.io/badge/Model-FFD966?style=for-the-badge&logo=huggingface&logoColor=ffffff" alt="Model"></a> <a href="https://huggingface.co/spaces/OpenResearcher/OpenResearcher"><img src="https://img.shields.io/badge/Demo-F97316.svg?style=for-the-badge&logo=gradio&logoColor=white" alt="Demo"></a> <!-- <a href="https://wandb.ai/dongfu/nano-v3-sft-search"><img src="https://img.shields.io/badge/WandB%20Logs-48B5A3?style=for-the-badge&logo=weightsandbiases&logoColor=white" alt="WandB Logs"></a> --> <a href="https://huggingface.co/datasets/OpenResearcher/OpenResearcher-Eval-Logs/tree/main"><img src="https://img.shields.io/badge/Eval%20Logs-755BB4?style=for-the-badge&logo=google-sheets&logoColor=white" alt="Eval Logs"></a> </div> </div> <div align="center" style="padding: 10px 0 -4px; display: flex; align-items: center; justify-content: center; gap: 16px;"> <div style="width: 60px; height: 2px; background: linear-gradient(90deg, transparent, #E24B4A);"></div> <span style="font-size: 22px; font-weight: 600; color: #E24B4A;">Adopted by NVIDIA's Nemotron family of models!</span> <div style="width: 60px; height: 2px; background: linear-gradient(90deg, #E24B4A, transparent);"></div> </div> <p align="center"> 🤗 <a href="https://huggingface.co/collections/TIGER-Lab/openresearcher" target="_blank">HuggingFace</a> ｜ <img src="https://raw.githubusercontent.com/TIGER-AI-Lab/OpenResearcher/main/assets/imgs/notion.svg" width="15px" style="display:inline;"> <a href="https://boiled-honeycup-4c7.notion.site/OpenResearcher-A-Fully-Open-Pipeline-for-Long-Horizon-Deep-Research-Trajectory-Synthesis-2f7e290627b5800cb3a0cd7e8d6ec0ea?source=copy_link" target="_blank">Blog</a> ｜ <img src="https://raw.githubusercontent.com/TIGER-AI-Lab/OpenResearcher/main/assets/imgs/slack.png" width="14px" style="display:inline;"> <a href="https://join.slack.com/t/openresearcher/shared_invite/zt-3p0r32cky-PqtZkVjjWIAI14~XwcRMfQ" target="_blank">Slack</a> | <img src="https://raw.githubusercontent.com/TIGER-AI-Lab/OpenResearcher/main/assets/imgs/wechat.svg" width="14px" style="display:inline;"> <a href="https://github.com/TIGER-AI-Lab/OpenResearcher/blob/main/assets/imgs/wechat_group.jpg" target="_blank">WeChat</a> </p>

Overview

OpenResearcher is a fully open agentic large language model (30B-A3B) designed for long-horizon deep research scenarios. It achieves an impressive 54.8% accuracy on BrowseComp-Plus, surpassing performance of GPT-4.1, Claude-Opus-4, Gemini-2.5-Pro, DeepSeek-R1 and Tongyi-DeepResearch. It also demonstrates leading performance across a range of deep research benchmarks, including BrowseComp, GAIA, WebWalkerQA, and xbench-DeepSearch. We fully open-source the training and evaluation recipe—including data, model, training methodology, and evaluation framework for everyone to progress deep research.

OpenResearcher-30B-A3B-GGUF

Note: For the best performance, we recommend using OpenResearcher-30B-A3B.

To support efficient deployment, we release several quantized versions of OpenResearcher-30B-A3B, including Q4_K_M, Q5_0, Q5_K_M, Q6_K, and Q8_0.

Core Contributors

<table> <tr> <td align="center"> <a href="https://zhuofeng-li.github.io/"> <img src="https://github.com/Zhuofeng-Li.png" width="75px;" alt="Zhuofeng Li"/> <br /> _{<b>Zhuofeng Li</b>} </a> </td> <td align="center"> <a href="https://github.com/jdf-prog"> <img src="https://github.com/jdf-prog.png" width="75px;" alt="Dongfu Jiang"/> <br /> _{<b>Dongfu Jiang</b>} </a> </td> </td> <td align="center"> <a href="https://mxueguang.github.io/"> <img src="https://mxueguang.github.io/images/profile.jpg" width="75px;" alt="Xueguang"/> <br /> _{<b>Xueguang Ma</b>} </a> </td> <td align="center"> <a href="https://isaacghx.github.io/about/"> <img src="https://github.com/IsaacGHX.png" width="75px;" alt="Haoxiang Zhang"/> <br /> _{<b>Haoxiang Zhang</b>} </a> </td> <td align="center"> <a href="https://github.com/erenup"> <img src="https://github.com/erenup.png" width="75px;" alt="Ping Nie"/> <br /> _{<b>Ping Nie</b>} </a> </td> </tr> </table>

Advisors

<table> <tr> <td align="center"> <a href="https://github.com/wenhuchen"> <img src="https://github.com/wenhuchen.png" width="75px;" alt="Wenhu Chen"/> <br /> _{<b>Wenhu Chen</b>} </a> </td> <td align="center"> <a href="https://yuzhimanhua.github.io/"> <img src="https://yuzhimanhua.github.io/profile_pic.jpg" width="75px;" alt="Yu Zhang"/> <br /> _{<b>Yu Zhang</b>} </a> </td> </tr> </table>

Acknowledgements

<div align="center"> <img src="https://raw.githubusercontent.com/TIGER-AI-Lab/OpenResearcher/main/assets/imgs/ack.png" alt="Deep Research Benchmark Results" width="100%"> </div>

Citation

@article{li2026openresearcher,
  title={{OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis}},
  author={Li, Zhuofeng and Jiang, Dongfu and Ma, Xueguang and Zhang, Haoxiang and Nie, Ping and Zhang, Yuyu and Zou, Kai and Xie, Jianwen and Zhang, Yu and Chen, Wenhu},
  journal={arXiv preprint arXiv:2603.20278},
  year={2026}
}