78 lines
2.3 KiB
Markdown
78 lines
2.3 KiB
Markdown
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---
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language:
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- en
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- zh
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pipeline_tag: text-generation
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tags:
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- meta
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- llama-3
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- llama3中文指令模型
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license: llama3
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---
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# Llama3 中文指令模型
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## 项目概述
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本项目使用 `LLaMA-Factory` 对 [Guru-Llama-3-8B](https://modelscope.cn/models/wifibaby4u/Guru-Llama-3-8B) 模型进行微调。
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## Models
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- Chat models
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| Name | Download |
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| -------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| Guru-Llama-3-8B-Chat | • [🤗 Hugging Face](https://huggingface.co/wifibaby4u/Guru-Llama-3-8B-Chat) • [🤖 ModelScope](https://modelscope.cn/models/wifibaby4u/Guru-Llama-3-8B-Chat) |
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- Base models
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| Name | Download |
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| --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| Guru-Llama-3-8B | • [🤗 Hugging Face](https://huggingface.co/wifibaby4u/Guru-Llama-3-8B) • [🤖 ModelScope](https://modelscope.cn/models/wifibaby4u/Guru-Llama-3-8B) |
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## 评测
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### CMMLU
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| Name | Average | STEM | Social Sciences | Humanities | Other |
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|-------|---------|------|-----------------|------------|-------|
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| Five-shot | 49.65 | 42.83 | 50.99 | 52.87 | 51.13 |
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| Zero-shot | 43.51 | 37.57 | 44.91 | 45.64 | 45.09 |
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## 训练数据集
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- alpaca_gpt4_en
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- alpaca_gpt4_zh
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- ruozhiba_gpt4o
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## 使用指南
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### 环境配置
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确保您的机器已经安装了以下软件：
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- Python 3.8+
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- PyTorch 1.8+
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### 安装
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首先安装所需依赖：
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```bash
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pip install modelscope
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```
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### 模型下载
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使用以下命令加载并运行模型：
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```python
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from modelscope import snapshot_download
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model_dir = snapshot_download('wifibaby4u/Guru-Llama-3-8B-Chat')
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```
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## 贡献
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我们欢迎社区开发者的贡献！如果您有兴趣参与本项目的开发或有任何建议，欢迎通过 Issue 或 Pull Request 的方式与我们联系。
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