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Qwen released QwenGyre - RL framework for training AI agents on extremely long complex tasks

Via r/LocalLlama
Monday, Oct 12, 2026 · 1:18PM
Summary

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 Colocate, 1.78× over Async. - Tra

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