update README_en.md
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**[2023/04/07]**
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**[2023/04/07]**
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1. 解决加载 ChatGLM 模型时发生显存占用为双倍的问题 (感谢 [@suc16](https://github.com/suc16) 和 [@myml](https://github.com/myml)) ;
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1. 解决加载 ChatGLM 模型时发生显存占用为双倍的问题 (感谢 [@suc16](https://github.com/suc16) 和 [@myml](https://github.com/myml)) ;
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2. 新增清理显存机制。
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2. 新增清理显存机制。
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3. 新增`nghuyong/ernie-3.0-nano-zh`和`nghuyong/ernie-3.0-base-zh`作为 Embedding 模型备选项,相比`GanymedeNil/text2vec-large-chinese`占用显存资源更少 (感谢 [@ywancit](https://github.com/ywancit))。
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## 使用方式
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## 使用方式
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### 硬件需求
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### 硬件需求
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**[2023/04/07]**
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**[2023/04/07]**
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1. Fix bug which costs twice gpu memory (Thanks to [@suc16](https://github.com/suc16) and [@myml](https://github.com/myml)).
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1. Fix bug which costs twice gpu memory (Thanks to [@suc16](https://github.com/suc16) and [@myml](https://github.com/myml)).
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2. Add gpu memory clear function after each call of ChatGLM.
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2. Add gpu memory clear function after each call of ChatGLM.
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3. Add `nghuyong/ernie-3.0-nano-zh` and `nghuyong/ernie-3.0-base-zh` as Embedding model alternatives,costing less gpu than `GanymedeNil/text2vec-large-chinese` (Thanks to [@ywancit](https://github.com/ywancit))
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## Usage
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## Usage
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