The Thousand Questions Model: We are officially releasing qWenGyre, an online reinforcement learning framework for ultra-long-range agent tasks. When an agent undertakes complex tasks, execution often lasts for several hours. There are hundreds of rounds of interdependent interaction between the model and the environment, and millions of tokens are processed in total. Through flexible scheduling and trajectory processing, QwEngyre makes such ultra-long-range tasks an effective source of training, while improving ability and efficiency.

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