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背景OpenRouter 排行榜上正在发生一场换代：Hermes Agent 增速 +204%，Top Coding Agents 排第一，Top Productivity 排第二。上线不到半年，GitHub 从 0 到 106k+ ...

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”，它就是在通过改变模型权重，实现真正的能力“自进化”。这个部分比较像Andrej Karpathy之前时间提出的开源项目AutoResearch [3]，可以在单GPU上做自动化的RL模型训练，但Hermes相比而言做的更加完善和成熟。