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README.md
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<div align="center">
[![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 last commit](https://img.shields.io/github/last-commit/hiyouga/LLaMA-Factory)](https://github.com/hiyouga/LLaMA-Factory/commits/main)
[![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/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)
[![Collection](https://img.shields.io/badge/🤗-MiniMind%20%20Collection-blue)](https://huggingface.co/collections/jingyaogong/minimind-66caf8d999f5c7fa64f399e5)
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</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**。
* **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。
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| fire_engineer_val | 9/31 | 29.03% |
| middle_school_geography_val | 1/12 | 8.33% |
**总题数**: 1346
**总正确数**: 316
**总正确率**: 23.48%
```text
总题数: 1346
总正确数: 316
总正确率: 23.48%
```
---
#### 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)
* [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
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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README_en.md
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[![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 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)
[![Collection](https://img.shields.io/badge/🤗-MiniMind%20%20Collection-blue)](https://huggingface.co/collections/jingyaogong/minimind-66caf8d999f5c7fa64f399e5)
</div>
<div align="center">
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* [ChatLM-mini-Chinese](https://github.com/charent/ChatLM-mini-Chinese)
* [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
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).