forked from jiuyuan/CPM-9G-8B
53 lines
6.6 KiB
Markdown
53 lines
6.6 KiB
Markdown
# 九格百亿级通用基础大模型
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启元九格大模型由启元实验室牵头，联合清华大学、哈尔滨工业大学、中国科学院计算技术研究所、北京大学、南开大学等优势单位共同研制。该版本通用大模型参数量为80亿，具有高效训练与推理和高效适配与部署的技术特点，具备文本问答、文本分类、机器翻译、文本摘要等自然语言处理能力。
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九格百亿级通用基础大模型的参数量为8B（80亿）。具体的模型训练、推理等内容见：[quick start](https://www.osredm.com/jiuyuan/CPM-9G-8B/tree/master/quick_start_clean/readmes/README_ALL.md)
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# 迈向通用智能的大模型技术系列课程
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系列课程全方位介绍人工智能和大模型技术的基础知识和前沿课题，理论学习和实践应用相结合。课程既有“人工智能与大模型通论”和“神经网络与预训练模型”等基础知识，也有“九格大模型生态体系”和“领域大模型实战”等实战主题，基本内容包括大模型训练、微调、知识增强、伦理安全、多模态、具身智能、自主智能体等话题，高级选题包括多语言处理、面向科学研究的大模型应用、高效计算技术、评测与数据科学等话题。课程旨在通过一系列精心设计的单元为学习者提供大型通用人工智能的学习之旅。
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## 人工智能大模型通论
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<video src="https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E4%B8%8E%E5%A4%A7%E6%A8%A1%E5%9E%8B%E9%80%9A%E8%AE%BA-%E5%AD%99%E8%8C%82%E6%9D%BE%E8%80%81%E5%B8%88-1124_DeWatermark.mp4
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" width="800px" height="600px" controls="controls"></video>
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[人工智能与大模型通论-PPT](https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/1.%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E4%B8%8E%E5%A4%A7%E6%A8%A1%E5%9E%8B%E9%80%9A%E8%AE%BA-PPT.pdf)
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## 大模型技术的重要特性与发展趋势
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<video src="https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/%E5%A4%A7%E6%A8%A1%E5%9E%8B%E6%8A%80%E6%9C%AF%E7%9A%84%E9%87%8D%E8%A6%81%E7%89%B9%E6%80%A7%E4%B8%8E%E5%8F%91%E5%B1%95%E8%B6%8B%E5%8A%BF-%E5%88%98%E7%9F%A5%E8%BF%9C%E8%80%81%E5%B8%88-1201_DeWatermark.mp4
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" width="800px" height="600px" controls="controls"></video>
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[大模型技术的重要特性与发展趋势-PPT](https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/2.%E5%A4%A7%E6%A8%A1%E5%9E%8B%E6%8A%80%E6%9C%AF%E7%9A%84%E9%87%8D%E8%A6%81%E7%89%B9%E6%80%A7%E4%B8%8E%E5%8F%91%E5%B1%95%E8%B6%8B%E5%8A%BF-PPT.pdf)
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## 大语言模型的适配与对齐技术
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<video src="https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/2023-12-22-%E5%A4%A7%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%E7%9A%84%E9%80%82%E9%85%8D%E4%B8%8E%E5%AF%B9%E9%BD%90%E6%8A%80%E6%9C%AF-%E4%B8%81%E5%AE%81_DeWatermark.mp4
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" width="800px" height="600px" controls="controls"></video>
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[大语言模型的适配与对齐技术-PPT](https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/3.%E5%A4%A7%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%E7%9A%84%E9%80%82%E9%85%8D%E4%B8%8E%E5%AF%B9%E9%BD%90%E6%8A%80%E6%9C%AF-PPT.pdf)
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## 大模型领域适配原理与实战
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<video src="https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/2023-12-29%E5%A4%A7%E6%A8%A1%E5%9E%8B%E9%A2%86%E5%9F%9F%E9%80%82%E9%85%8D%E5%8E%9F%E7%90%86%E4%B8%8E%E5%AE%9E%E6%88%98-%E7%8E%8B%E7%A1%95_DeWatermark.mp4
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" width="800px" height="600px" controls="controls"></video>
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[大模型领域适配原理与实战-PPT](https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/4.%E5%A4%A7%E6%A8%A1%E5%9E%8B%E9%A2%86%E5%9F%9F%E9%80%82%E9%85%8D%E5%8E%9F%E7%90%86%E4%B8%8E%E5%AE%9E%E6%88%98-PPT.pdf)
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## 知识增强的大语言模型
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<video src="https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/%E7%9F%A5%E8%AF%86%E5%A2%9E%E5%BC%BA%E7%9A%84%E5%A4%A7%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B.mp4
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" width="800px" height="600px" controls="controls"></video>
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[知识增强的大语言模型-PPT](https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/5.%E6%A3%80%E7%B4%A2%E5%A2%9E%E5%BC%BA%E7%9A%84%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B-PPT.pdf)
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## 大模型工具学习
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<video src="https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%B7%A5%E5%85%B7%E5%AD%A6%E4%B9%A0.mp4
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" width="800px" height="600px" controls="controls"></video>
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[大模型工具学习-PPT](https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/6.%E5%A4%A7%E6%A8%A1%E5%9E%8B%E5%B7%A5%E5%85%B7%E5%AD%A6%E4%B9%A0-PPT.pdf)
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## 检索增强生成的基本实现
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<video src="https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/%E6%A3%80%E7%B4%A2%E5%A2%9E%E5%BC%BA%E7%94%9F%E6%88%90%E7%9A%84%E5%9F%BA%E6%9C%AC%E5%AE%9E%E7%8E%B0.mp4
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" width="800px" height="600px" controls="controls"></video>
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[检索增强生成的基本实现-PPT](https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/7.%E6%A3%80%E7%B4%A2%E5%A2%9E%E5%BC%BA%E7%94%9F%E6%88%90%E7%9A%84%E5%9F%BA%E6%9C%AC%E5%AE%9E%E7%8E%B0-PPT.pdf)
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## 多模态语义检索与检索增强技术
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<video src="https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/%E5%A4%9A%E6%A8%A1%E6%80%81%E8%AF%AD%E4%B9%89%E6%A3%80%E7%B4%A2%E4%B8%8E%E6%A3%80%E7%B4%A2%E5%A2%9E%E5%BC%BA%E6%8A%80%E6%9C%AF.mp4
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" width="800px" height="600px" controls="controls"></video>
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[多模态语义检索与检索增强技术-PPT](https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/8.%E5%A4%9A%E6%A8%A1%E6%80%81%E8%AF%AD%E4%B9%89%E6%A3%80%E7%B4%A2%E4%B8%8E%E6%A3%80%E7%B4%A2%E5%A2%9E%E5%BC%BA%E6%8A%80%E6%9C%AF-PPT.pdf)
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## 大语言模型驱动的多智能体协作与演化
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<video src="https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/400_0121.mp4
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" width="800px" height="600px" controls="controls"></video>
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[大语言模型驱动的多智能体协作与演化-PPT](https://qy-obs-6d58.obs.cn-north-4.myhuaweicloud.com/%E8%AF%BE%E7%A8%8B%E8%A7%86%E9%A2%91/9.%E5%A4%A7%E8%AF%AD%E8%A8%80%E6%A8%A1%E5%9E%8B%E9%A9%B1%E5%8A%A8%E7%9A%84%E5%A4%9A%E6%99%BA%E8%83%BD%E4%BD%93%E5%8D%8F%E4%BD%9C%E4%B8%8E%E6%BC%94%E5%8C%96-PPT.pdf) |