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Lordog authored May 6, 2024
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| 提示学习与思维链 | 大模型的API调用与推理指南:“AI在线求鼓励?大模型对一些问题的回答令人大跌眼镜,但它可能只是想要一句「鼓励」” | [[Slides](https://github.com/Lordog/dive-into-llms/tree/main/documents/chapter2/dive-prompting.pdf)] [[Tutorial](https://github.com/Lordog/dive-into-llms/tree/main/documents/chapter2/README.md)] |
| 知识编辑 | 语言模型的编辑方法和工具:想操控语言模型在对指定知识的记忆?让我们选择合适的编辑方法,对特定知识进行编辑,并将对编辑后的模型进行验证! | [[Slides](https://github.com/Lordog/dive-into-llms/blob/main/documents/chapter3/dive_edit_0410.pdf)] [[Tutorial](https://github.com/Lordog/dive-into-llms/tree/main/documents/chapter3/README.md)] |
| 模型水印 | 语言模型的文本水印:在语言模型生成的内容中嵌入人类不可见的水印 | [[Slides](https://github.com/Lordog/dive-into-llms/blob/main/documents/chapter4/watermark.pdf)] [[Tutorial](https://github.com/Lordog/dive-into-llms/tree/main/documents/chapter4/README.md)] |
| 后门攻击 | TBD | TBD |
| 越狱攻击 | 想要得到更好的安全,要先从学会攻击开始。让我们了解越狱攻击如何撬开大模型的嘴! | [[Slides](https://github.com/Lordog/dive-into-llms/blob/main/documents/chapter5/dive-Jailbreak.pdf)] [[Tutorial](https://github.com/Lordog/dive-into-llms/tree/main/documents/chapter5/README.md)] |
| 多模态模型 | TBD | TBD |
| 大模型智能体与安全 | 大模型智能体迈向了未来操作系统之旅。然而,大模型在开放智能体场景中能意识到风险威胁吗? | [[Slides](https://github.com/Lordog/dive-into-llms/blob/main/documents/chapter7/agent.pdf)] [[Tutorial](https://github.com/Lordog/dive-into-llms/tree/main/documents/chapter7/README.md)] |

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