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Google 提出 sleep framework：让 LLM 在持续学习中保留旧知识

Google Research 发布 sleep framework，用于解决 LLM 持续学习中的灾难性遗忘问题。该方法借鉴睡眠记忆巩固机制，让模型在离线阶段整理并固化新知识，避免覆盖旧有能力。文中介绍了该框架的具体实现方式，以及在语言模型持续学习场景下的应用效果。

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Google 研究团队出了个叫 sleep framework 的方法，模仿睡眠巩固记忆，专门治大模型学新知识就忘旧知识的毛病。

2 sources27° AI heatLast updated 2026/10/27 20:06:27

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2 sources

Primary sourceGoogle Research: Blog

2026/10/27 20:06:27View source

Related source 1shao__meng

2026/10/29 02:34:55View source

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