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README.md
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<div align="center"> <div align="center">
[![GitHub Repo stars](https://img.shields.io/github/stars/jingyaogong/minimind?style=social)](https://github.com/jingyaogong/minimind/stargazers) [![GitHub Repo stars](https://img.shields.io/github/stars/jingyaogong/minimind?style=social)](https://github.com/jingyaogong/minimind/stargazers)
[![GitHub Code License](https://img.shields.io/github/license/jingyaogong/minimind)](LICENSE) [![GitHub Code License](https://img.shields.io/github/license/jingyaogong/minimind)](https://img.shields.io/github/license/hiyouga/LLaMA-Factory)
[![GitHub last commit](https://img.shields.io/github/last-commit/hiyouga/LLaMA-Factory)](https://github.com/hiyouga/LLaMA-Factory/commits/main) [![GitHub last commit](https://img.shields.io/github/last-commit/jingyaogong/minimind)](https://github.com/jingyaogong/minimind/commits/master)
[![GitHub pull request](https://img.shields.io/badge/PRs-welcome-blue)](https://github.com/jingyaogong/minimind/pulls) [![GitHub pull request](https://img.shields.io/badge/PRs-welcome-blue)](https://github.com/jingyaogong/minimind/pulls)
[![Collection](https://img.shields.io/badge/🤗-MiniMind%20%20Collection-blue)](https://huggingface.co/collections/jingyaogong/minimind-66caf8d999f5c7fa64f399e5) [![Collection](https://img.shields.io/badge/🤗-MiniMind%20%20Collection-blue)](https://huggingface.co/collections/jingyaogong/minimind-66caf8d999f5c7fa64f399e5)
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</div> </div>
![1](https://img.shields.io/github/license/jingyaogong/minimind)
* 本开源项目旨在完全从0开始，训练出仅为26M大小的微型语言模型**MiniMind**。 * 本开源项目旨在完全从0开始，训练出仅为26M大小的微型语言模型**MiniMind**。
* **MiniMind**极其轻量，体积约是 GPT3 的 $\frac{1}{7000}$，力求做到CPU也可快速推理甚至训练。 * **MiniMind**极其轻量，体积约是 GPT3 的 $\frac{1}{7000}$，力求做到CPU也可快速推理甚至训练。
@ -573,9 +574,12 @@ minimind模型本身没有使用较大的数据集训练，也没有针对回答
| fire_engineer_val | 9/31 | 29.03% | | fire_engineer_val | 9/31 | 29.03% |
| middle_school_geography_val | 1/12 | 8.33% | | middle_school_geography_val | 1/12 | 8.33% |
**总题数**: 1346 ```text
**总正确数**: 316 总题数: 1346
**总正确率**: 23.48% 总正确数: 316
总正确率: 23.48%
```
--- ---
#### 结果汇总： #### 结果汇总：
@ -681,7 +685,16 @@ MiniMind的huggingface集合地址：[MiniMind](https://huggingface.co/collectio
* [ChatLM-mini-Chinese](https://github.com/charent/ChatLM-mini-Chinese) * [ChatLM-mini-Chinese](https://github.com/charent/ChatLM-mini-Chinese)
* [Zero-Chatgpt](https://github.com/AI-Study-Han/Zero-Chatgpt/tree/main) * [Zero-Chatgpt](https://github.com/AI-Study-Han/Zero-Chatgpt/tree/main)
## ✨Top contributors
<a href="https://github.com/jingyaogong/minimind/graphs/contributors">
<img src="https://contrib.rocks/image?repo=jingyaogong/minimind" />
</a>
# 📌 Statement # 📌 Statement
本项目不承担开源模型和代码导致的数据安全、舆情风险或发生任何模型被误导、滥用、传播、不当利用而产生的风险和责任。 本项目不承担开源模型和代码导致的数据安全、舆情风险或发生任何模型被误导、滥用、传播、不当利用而产生的风险和责任。
## License
This repository is licensed under the [Apache-2.0 License](LICENSE).

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[![GitHub Repo stars](https://img.shields.io/github/stars/jingyaogong/minimind?style=social)](https://github.com/jingyaogong/minimind/stargazers) [![GitHub Repo stars](https://img.shields.io/github/stars/jingyaogong/minimind?style=social)](https://github.com/jingyaogong/minimind/stargazers)
[![GitHub Code License](https://img.shields.io/github/license/jingyaogong/minimind)](LICENSE) [![GitHub Code License](https://img.shields.io/github/license/jingyaogong/minimind)](LICENSE)
[![GitHub last commit](https://img.shields.io/github/last-commit/hiyouga/LLaMA-Factory)](https://github.com/hiyouga/LLaMA-Factory/commits/main) [![GitHub last commit](https://img.shields.io/github/last-commit/jingyaogong/minimind)](https://github.com/jingyaogong/minimind/commits/master)
[![GitHub pull request](https://img.shields.io/badge/PRs-welcome-blue)](https://github.com/jingyaogong/minimind/pulls) [![GitHub pull request](https://img.shields.io/badge/PRs-welcome-blue)](https://github.com/jingyaogong/minimind/pulls)
[![Collection](https://img.shields.io/badge/🤗-MiniMind%20%20Collection-blue)](https://huggingface.co/collections/jingyaogong/minimind-66caf8d999f5c7fa64f399e5) [![Collection](https://img.shields.io/badge/🤗-MiniMind%20%20Collection-blue)](https://huggingface.co/collections/jingyaogong/minimind-66caf8d999f5c7fa64f399e5)
</div> </div>
<div align="center"> <div align="center">
@ -768,6 +769,19 @@ Special thanks to the following open-source projects for their inspiration and d
* [ChatLM-mini-Chinese](https://github.com/charent/ChatLM-mini-Chinese) * [ChatLM-mini-Chinese](https://github.com/charent/ChatLM-mini-Chinese)
* [Zero-Chatgpt](https://github.com/AI-Study-Han/Zero-Chatgpt/tree/main) * [Zero-Chatgpt](https://github.com/AI-Study-Han/Zero-Chatgpt/tree/main)
## ✨Top contributors
<a href="https://github.com/jingyaogong/minimind/graphs/contributors">
<img src="https://contrib.rocks/image?repo=jingyaogong/minimind" />
</a>
# 📌 Statement # 📌 Statement
This project does not assume responsibility for data security, public opinion risks, or any risks and liabilities arising from model misguidance, misuse, dissemination, or improper use related to open-source models and code. This project does not assume responsibility for data security, public opinion risks, or any risks and liabilities arising from model misguidance, misuse, dissemination, or improper use related to open-source models and code.
## License
This repository is licensed under the [Apache-2.0 License](LICENSE).