1/7 We're launching Tongyi DeepResearch, the first fully open-source Web Agent to achieve performance on par with OpenAI's Deep Research with only 30B (Activated 3B) parameters! Tongyi DeepResearch agent demonstrates state-of-the-art results, scoring 32.9 on Humanity's Last Exam,
2/7🤖 Data. Our Tongyi DeepResearch Agent's capabilities are built upon a novel, automated, multi-stage data strategy designed to create vast and high-quality agentic training data without relying on costly human annotation.This includes diverse data for agentic continual
3/7⚙️ Training. We designed a new end-to-end agent training pipeline: Agentic CPT → Agentic SFT → Agentic RL. A key breakthrough is our use of on-policy RL, where the agent learns via trial-and-error in a custom, highly stable simulated environment to ensure robust learning.
4/7📈 Performance (ReAct Mode). At just 30B (A3B), our Tongyi DeepResearch agent shows incredible efficiency against proprietary giants like OpenAI o3: 🔹 HLE: 32.9 (Ours) vs. 24.9 (o3). 🔹 BrowseComp: 43.4 (Ours) vs. 49.7 (o3). 🔹 BrowseComp-ZH: 46.7 (Ours) vs. 58.1 (o3). 🔹
5/7📈 Performance (Heavy Mode). For maximum capability, our "Heavy Mode" uses the Research-Synthesis framework. Multiple agents research in parallel using our IterResearch paradigm, preventing context overload. A final agent synthesizes their findings, pushing our 30B (A3B)
6/7 🌐 Application. Tongyi DeepResearch agent is already powering real-world applications. 🔹 Gaode Mate: An AI copilot in the Amap navigation app for planning complex multi-day trips. 🔹 Tongyi FaRui: A legal research agent that analyzes case law and statutes, providing
7/7🚀 Try it out! Tongyi DeepResearch agent marks a significant step towards AI that can autonomously turn information into insight. We're open-sourcing the model, framework, and complete solutions to empower the community. Dive in and build with us! 🔗 Homepage:
@Ali_TongyiLab We are proud of our DR Agent!
@Ali_TongyiLab Impressive efficiency at 30B. How scalable is this for larger datasets?
@Ali_TongyiLab Something That might actually compete against GPT O3 for once….
@Ali_TongyiLab Bro the Qwen team just keeps cooking. I've never seen tenacity like this before from an open souce lab. Incredible work
@Ali_TongyiLab A fully open-source agent that rivals OpenAI’s performance with a fraction of the active parameters? The efficiency here is mind-blowing.
@Ali_TongyiLab Your thread is going viral! #TopUnroll https://threadreaderapp.com/th... 🙏🏼@StartupYou for 🥇unroll
@Ali_TongyiLab 🙈 wow! Congrats and thanks for open-sourcing!
@Ali_TongyiLab Thanks for keeping open source great!
@Ali_TongyiLab Good work guys
@Ali_TongyiLab So qwen team is shipping every week 🔥
@Ali_TongyiLab Interesting.
@Ali_TongyiLab That's awesome! Imagine if Tongyi could integrate with AR to create immersive learning experiences!
@Ali_TongyiLab @grok is this comparing with other flagship model from closed source companies?
@Ali_TongyiLab Wow, Tongyi DeepResearch sounds groundbreaking! What's Humanity's Last Exam about?
@Ali_TongyiLab What if we create a challenge where users train their own agents and compete in unique tasks?
@Ali_TongyiLab Tongyi DeepResearch promises to revolutionize open-source Web Agents. Great achievement!
@Ali_TongyiLab Wow, Tongyi DeepResearch achieved impressive results with open-source technology! 🚀👏
@Ali_TongyiLab Wow, that's impressive! How does it manage with just 30B parameters?
@Ali_TongyiLab Impressive achievement with Tongyi DeepResearch! State-of-the-art performance!
@Ali_TongyiLab Impressive achievement with Tongyi DeepResearch, setting new standards in AI!
@Ali_TongyiLab What if we integrate Tongyi with AR for real-time data analysis and visualization?
@Ali_TongyiLab Wow, Tongyi DeepResearch agent is truly groundbreaking, achieving amazing results!
@Ali_TongyiLab Wow, Tongyi DeepResearch sounds groundbreaking! Can't wait to see it in action!
@Ali_TongyiLab Tongyi DeepResearch is a game changer in AI technology.
@Ali_TongyiLab What inspired Tongyi DeepResearch's development?
@Ali_TongyiLab That's awesome! How about creating a challenge where it solves complex real-world mysteries?
@Ali_TongyiLab What inspired your open-source approach?
@Ali_TongyiLab What's the impact on AI research diversity?
@Ali_TongyiLab What's next for Tongyi DeepResearch's development?