Qwen(@Alibaba_Qwen)
QwenGyre addresses two challenges of XLong-horizon agentic RL.
7.5内容质量

TL;DR · AI 摘要
QwenGyre通过弹性调度器解决XLong-horizon agentic RL的挑战,实现1.85倍加速。
核心要点
- 弹性调度器可动态分配GPU资源,实现1.85倍训练加速
- 解决XLong-horizon agentic RL的两个核心挑战:资源调度与长时序训练
- 适用于需要极端长时序训练的智能体开发场景
结构提纲
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思维导图
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查看大纲文本(无障碍 / 无 JS 友好)
- QwenGyre技术方案
- 核心创新
- 弹性调度器设计
- XLong-horizon优化
- 解决挑战
- 资源动态分配
- 长时序训练中断
- 性能指标
- 1.85倍加速
金句 / Highlights
值得收藏与分享的关键句。
弹性调度器通过动态分配GPU资源,实现训练过程中资源的实时再分配
QwenGyre的创新设计使极端长时序智能体训练效率提升达1.85倍
当前RL训练面临单次rollout近百万token、耗时数小时的瓶颈
#强化学习#QwenGyre#XLong-horizon#弹性调度
打开原文Qwen on X: "QwenGyre addresses two challenges of XLong-horizon agentic RL." / X
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Qwen on X: "QwenGyre addresses two challenges of XLong-horizon agentic RL."
-  Qwen @Alibaba_Qwen 8h Introducing QwenGyre, bringing elastic RL to extreme-long-horizon (XLong) agent training. ✨ It launches with two core designs: 🥳 - Elastic Scheduler: reallocates GPUs between rollout & training as demand shifts—live executions never interrupted. Up to 1.85× speedup over Show more
[](https://x.com/Alibaba_Qwen/status/2109633085658808515/photo/1) 106 238 2.4K 130K
-  Qwen @Alibaba_Qwen QwenGyre addresses two challenges of XLong-horizon agentic RL.
[](https://x.com/Alibaba_Qwen/status/2109633089211416820/photo/1) 1:11 PM · Oct 12, 2026·14.3K Views 6 4 100 8
-  humansareindefensiblystupid@humansareindef1 7h Awesome work, PLEASE DON'T ALTER THE PARAMETER SIZE OF QWEN 4 FLASH NEXT BEYOND 150B, LOOK AT WHAT MY AMD R9700 COMMUNITY CAN DO WITH A CUSTOM ENGINE BUILT ON C++/HIP
[](https://x.com/humansareindef1/status/2109652953749741842/photo/1) 1 3 231
-  feng@feng_ye_4 8h 我想知道Qwen4什么时候出,能不能打过Fable5 [](https://x.com/compose/post?in_reply_to=2109634893189873891) 2 224
-  uber master @ak12kpoot 8h 长程 agent RL 真正卡的是调度,不只是算法:单次 rollout 近百万 token、跑数小时,GPU 会大面积空转。QwenGyre 能在不打断在跑任务的情况下把 GPU 从 rollout 弹性挪到训练;轨迹处理器再重建分支、给部分进度打分并去重。论文报告相对 Colocate/Async 最高约 1.85×/1.78× 加速,Qwen 3.8 2.4T 在 Show more [](https://x.com/compose/post?in_reply_to=2109638896753520787) 1 274
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