-
-
-
-
-
-
-
-
-
-
-
-
-
- 
-
-
-## 目录
-
-- [EmoLLM-心理健康大模型](#emollm-心理健康大模型)
- - [🎇最近更新](#最近更新)
- - [🎯路线图](#路线图)
- - [目录](#目录)
- - [开发前的配置要求](#开发前的配置要求)
- - [**使用指南**](#使用指南)
- - [数据构建](#数据构建)
- - [微调指南](#微调指南)
- - [部署指南](#部署指南)
- - [RAG(检索增强生成)Pipeline](#rag检索增强生成pipeline)
- - [使用到的框架](#使用到的框架)
- - [如何参与本项目](#如何参与本项目)
- - [作者（排名不分先后）](#作者排名不分先后)
- - [版权说明](#版权说明)
- - [特别鸣谢](#特别鸣谢)
- - [Star History](#star-history)
- - [🌟 Contributors](#-contributors)
- - [交流群](#交流群)
-
-###### 开发前的配置要求
-
-- 硬件：A100 40G（仅针对InternLM2_7B_chat+qlora微调+deepspeed zero2优化）
-
-###### **使用指南**
-
-1. Clone the repo
-
-```sh
-git clone https://github.com/SmartFlowAI/EmoLLM.git
-```
-
-2. 依次阅读或者选择感兴趣的部分阅读：
- - [数据构建](#数据构建)
- - [微调指南](#微调指南)
- - [部署指南](#部署指南)
- - [RAG](#rag检索增强生成pipeline)
- - 查看更多详情
-
-### 数据构建
-
-- 请阅读[数据构建指南](generate_data/tutorial.md)查阅
-
-- 微调用到的数据集见[datasets](datasets/data.json)
-
-### 微调指南
-
-详见[微调指南](xtuner_config/README.md)
-
-### 部署指南
-
-- Demo部署：详见[部署指南](demo/README.md)
-- 基于[LMDeploy](https://github.com/InternLM/lmdeploy/)的量化部署：详见[deploy](./deploy/lmdeploy.md)
-
-### RAG(检索增强生成)Pipeline
-
-- 详见[RAG](./rag/)
-
-
-
-
-### 作者（排名不分先后）
-
-| 用户名 | 学校/组织 | 备注 | 贡献 |
-| :----------: | :--------------------: | :-------------------: | :----------: |
-| [aJupyter](https://github.com/aJupyter) | 南开大学在读硕士 | DataWhale成员 | 项目发起人 |
-| [jujimeizuo](https://github.com/jujimeizuo) | 江南大学在读硕士 | | |
-| [Smiling-Weeping-zhr](https://github.com/Smiling-Weeping-zhr) | 哈尔滨工业大学（威海）在读本科生 | | |
-| [8baby8](https://github.com/8baby8) | 飞桨领航团区域主管 | 文心大模型核心开发者 | |
-| [zxazys](https://github.com/zxazys) | 南开大学在读硕士 | | |
-| [MING-ZCH](https://github.com/MING-ZCH) | 华中科技大学在读本科生 | | |
-| [JasonLLLLLLLLLLL](https://github.com/JasonLLLLLLLLLLL) | swufe | | |
-| [MrCatAI](https://github.com/MrCatAI) | AI搬用工 | | |
-| [ZeyuBa](https://github.com/ZeyuBa) | 自动化所在读硕士 | | |
-| [aiyinyuedejustin](https://github.com/aiyinyuedejustin) | 宾夕法尼亚大学在读硕士 | | |
-| [Nobody-ML](https://github.com/Nobody-ML) | 中国石油大学（华东）在读本科生 | | |
-| [chg0901](https://github.com/chg0901) | [MiniSora](https://github.com/mini-sora/minisora/) |MiniSora主要维护|数据清洗、文档翻译|
-| [Mxoder](https://github.com/Mxoder) | 北京航空航天大学在读本科生 | | |
-| [Anooyman](https://github.com/Anooyman) | 南京理工大学硕士 | | |
-| [Vicky-3021](https://github.com/Vicky-3021) | 西安电子科技大学硕士（研0） | | |
-| [SantiagoTOP](https://github.com/santiagoTOP) | 太原理工大学在读硕士 | | |
-
-### 版权说明
-
-该项目签署了 MIT 授权许可，详情请参阅 [LICENSE](https://github.com/SmartFlowAI/EmoLLM/blob/main/LICENSE)
-
-
-### 引用
-如果本项目对您的工作有所帮助，请使用以下格式引用：
-
-```bibtex
-@misc{EmoLLM,
- title={EmoLLM},
- author={EmoLLM},
- url={https://github.com/SmartFlowAI/EmoLLM/},
- year={2024}
-}
-```
-
-### 特别鸣谢
-
-- [Sanbu](https://github.com/sanbuphy)
-- [上海人工智能实验室](https://www.shlab.org.cn/)
-- [闻星大佬（小助手）](https://github.com/vansin)
-- [扫地升（公众号宣传）](https://mp.weixin.qq.com/s/78lrRl2tlXEKUfElnkVx4A)
-- 阿布（北大心理学硕士）
-
-
-
-
-
-
-
-## Star History
-
-[](https://star-history.com/#SmartFlowAI/EmoLLM&Date)
-
-## 🌟 Contributors
-
-[](https://github.com/SmartFlowAI/EmoLLM/graphs/contributors)
-
-[your-project-path]: SmartflowAI/EmoLLM
-[contributors-shield]: https://img.shields.io/github/contributors/SmartflowAI/EmoLLM.svg?style=flat-square
-[contributors-url]: https://github.com/SmartflowAI/EmoLLM/graphs/contributors
-[forks-shield]: https://img.shields.io/github/forks/SmartflowAI/EmoLLM.svg?style=flat-square
-[forks-url]: https://github.com/SmartflowAI/EmoLLM/network/members
-[stars-shield]: https://img.shields.io/github/stars/SmartflowAI/EmoLLM.svg?style=flat-square
-[stars-url]: https://github.com/SmartflowAI/EmoLLM/stargazers
-[issues-shield]: https://img.shields.io/github/issues/SmartflowAI/EmoLLM.svg?style=flat-square
-[issues-url]: https://img.shields.io/github/issues/SmartflowAI/EmoLLM.svg
-[license-shield]: https://img.shields.io/github/license/SmartflowAI/EmoLLM.svg?style=flat-square
-[license-url]: https://github.com/SmartFlowAI/EmoLLM/blob/main/LICENSE
-
-[OpenXLab_App-image]: https://cdn-static.openxlab.org.cn/app-center/openxlab_app.svg
-[OpenXLab_Model-image]: https://cdn-static.openxlab.org.cn/header/openxlab_models.svg
-[OpenXLab_App-url]: https://openxlab.org.cn/apps/detail/Farewell1/EmoLLMV2.0
-[OpenXLab_Model-url]: https://openxlab.org.cn/models/detail/ajupyter/EmoLLM_internlm2_7b_full
-
-
-## 交流群
-
-- 如果失效，请移步Issue区
-
-更多详情
-
-### 使用到的框架
-
-- [Xtuner](https://github.com/InternLM/xtuner)：用于微调
-- [Transformers](https://github.com/huggingface/transformers)
-- [Pytorch](https://pytorch.org/)
-- [LMDeploy](https://github.com/InternLM/lmdeploy/)：用于量化部署
-- [Stremlit](https://streamlit.io/)：用于构建Demo
-- [DeepSpeed](https://github.com/microsoft/DeepSpeed)：并行训练
-- …
-
-#### 如何参与本项目
-
-贡献使开源社区成为一个学习、激励和创造的绝佳场所。你所作的任何贡献都是**非常感谢**的。
-
-1. Fork the Project
-2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)
-3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)
-4. Push to the Branch (`git push origin feature/AmazingFeature`)
-5. Open a Pull Request
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+## 目录
+
+- [EmoLLM-心理健康大模型](#emollm-心理健康大模型)
+ - [🎇最近更新](#最近更新)
+ - [🎯路线图](#路线图)
+ - [目录](#目录)
+ - [开发前的配置要求](#开发前的配置要求)
+ - [**使用指南**](#使用指南)
+ - [数据构建](#数据构建)
+ - [微调指南](#微调指南)
+ - [部署指南](#部署指南)
+ - [RAG(检索增强生成)Pipeline](#rag检索增强生成pipeline)
+ - [使用到的框架](#使用到的框架)
+ - [如何参与本项目](#如何参与本项目)
+ - [作者（排名不分先后）](#作者排名不分先后)
+ - [版权说明](#版权说明)
+ - [特别鸣谢](#特别鸣谢)
+ - [Star History](#star-history)
+ - [🌟 Contributors](#-contributors)
+ - [交流群](#交流群)
+
+###### 开发前的配置要求
+
+- 硬件：A100 40G（仅针对InternLM2_7B_chat+qlora微调+deepspeed zero2优化）
+
+###### **使用指南**
+
+1. Clone the repo
+
+```sh
+git clone https://github.com/SmartFlowAI/EmoLLM.git
+```
+
+2. 依次阅读或者选择感兴趣的部分阅读：
+ - [数据构建](#数据构建)
+ - [微调指南](#微调指南)
+ - [部署指南](#部署指南)
+ - [RAG](#rag检索增强生成pipeline)
+ - 查看更多详情
+
+### 数据构建
+
+- 请阅读[数据构建指南](generate_data/tutorial.md)查阅
+
+- 微调用到的数据集见[datasets](datasets/data.json)
+
+### 微调指南
+
+详见[微调指南](xtuner_config/README.md)
+
+### 部署指南
+
+- Demo部署：详见[部署指南](demo/README.md)
+- 基于[LMDeploy](https://github.com/InternLM/lmdeploy/)的量化部署：详见[deploy](./deploy/lmdeploy.md)
+
+### RAG(检索增强生成)Pipeline
+
+- 详见[RAG](./rag/)
+
+
+
+
+### 作者（排名不分先后）
+
+| 用户名 | 学校/组织 | 备注 | 贡献 |
+| :----------: | :--------------------: | :-------------------: | :----------: |
+| [aJupyter](https://github.com/aJupyter) | 南开大学在读硕士 | DataWhale成员 | 项目发起人 |
+| [jujimeizuo](https://github.com/jujimeizuo) | 江南大学在读硕士 | | |
+| [Smiling-Weeping-zhr](https://github.com/Smiling-Weeping-zhr) | 哈尔滨工业大学（威海）在读本科生 | | |
+| [8baby8](https://github.com/8baby8) | 飞桨领航团区域主管 | 文心大模型核心开发者 | |
+| [zxazys](https://github.com/zxazys) | 南开大学在读硕士 | | |
+| [MING-ZCH](https://github.com/MING-ZCH) | 华中科技大学在读本科生 | | |
+| [JasonLLLLLLLLLLL](https://github.com/JasonLLLLLLLLLLL) | swufe | | |
+| [MrCatAI](https://github.com/MrCatAI) | AI搬用工 | | |
+| [ZeyuBa](https://github.com/ZeyuBa) | 自动化所在读硕士 | | |
+| [aiyinyuedejustin](https://github.com/aiyinyuedejustin) | 宾夕法尼亚大学在读硕士 | | |
+| [Nobody-ML](https://github.com/Nobody-ML) | 中国石油大学（华东）在读本科生 | | |
+| [chg0901](https://github.com/chg0901) | [MiniSora](https://github.com/mini-sora/minisora/) |MiniSora主要维护|数据清洗、文档翻译|
+| [Mxoder](https://github.com/Mxoder) | 北京航空航天大学在读本科生 | | |
+| [Anooyman](https://github.com/Anooyman) | 南京理工大学硕士 | | |
+| [Vicky-3021](https://github.com/Vicky-3021) | 西安电子科技大学硕士（研0） | | |
+| [SantiagoTOP](https://github.com/santiagoTOP) | 太原理工大学在读硕士 | | |
+| [zealot52099](https://github.com/zealot52099) | AI搬用工 | | |
+
+### 版权说明
+
+该项目签署了 MIT 授权许可，详情请参阅 [LICENSE](https://github.com/SmartFlowAI/EmoLLM/blob/main/LICENSE)
+
+
+### 引用
+如果本项目对您的工作有所帮助，请使用以下格式引用：
+
+```bibtex
+@misc{EmoLLM,
+ title={EmoLLM},
+ author={EmoLLM},
+ url={https://github.com/SmartFlowAI/EmoLLM/},
+ year={2024}
+}
+```
+
+### 特别鸣谢
+
+- [Sanbu](https://github.com/sanbuphy)
+- [上海人工智能实验室](https://www.shlab.org.cn/)
+- [闻星大佬（小助手）](https://github.com/vansin)
+- [扫地升（公众号宣传）](https://mp.weixin.qq.com/s/78lrRl2tlXEKUfElnkVx4A)
+- 阿布（北大心理学硕士）
+
+
+
+
+
+
+
+## Star History
+
+[](https://star-history.com/#SmartFlowAI/EmoLLM&Date)
+
+## 🌟 Contributors
+
+[](https://github.com/SmartFlowAI/EmoLLM/graphs/contributors)
+
+[your-project-path]: SmartflowAI/EmoLLM
+[contributors-shield]: https://img.shields.io/github/contributors/SmartflowAI/EmoLLM.svg?style=flat-square
+[contributors-url]: https://github.com/SmartflowAI/EmoLLM/graphs/contributors
+[forks-shield]: https://img.shields.io/github/forks/SmartflowAI/EmoLLM.svg?style=flat-square
+[forks-url]: https://github.com/SmartflowAI/EmoLLM/network/members
+[stars-shield]: https://img.shields.io/github/stars/SmartflowAI/EmoLLM.svg?style=flat-square
+[stars-url]: https://github.com/SmartflowAI/EmoLLM/stargazers
+[issues-shield]: https://img.shields.io/github/issues/SmartflowAI/EmoLLM.svg?style=flat-square
+[issues-url]: https://img.shields.io/github/issues/SmartflowAI/EmoLLM.svg
+[license-shield]: https://img.shields.io/github/license/SmartflowAI/EmoLLM.svg?style=flat-square
+[license-url]: https://github.com/SmartFlowAI/EmoLLM/blob/main/LICENSE
+
+[OpenXLab_App-image]: https://cdn-static.openxlab.org.cn/app-center/openxlab_app.svg
+[OpenXLab_Model-image]: https://cdn-static.openxlab.org.cn/header/openxlab_models.svg
+[OpenXLab_App-url]: https://openxlab.org.cn/apps/detail/Farewell1/EmoLLMV2.0
+[OpenXLab_Model-url]: https://openxlab.org.cn/models/detail/ajupyter/EmoLLM_internlm2_7b_full
+
+
+## 交流群
+
+- 如果失效，请移步Issue区
+
+更多详情
+
+### 使用到的框架
+
+- [Xtuner](https://github.com/InternLM/xtuner)：用于微调
+- [Transformers](https://github.com/huggingface/transformers)
+- [Pytorch](https://pytorch.org/)
+- [LMDeploy](https://github.com/InternLM/lmdeploy/)：用于量化部署
+- [Stremlit](https://streamlit.io/)：用于构建Demo
+- [DeepSpeed](https://github.com/microsoft/DeepSpeed)：并行训练
+- …
+
+#### 如何参与本项目
+
+贡献使开源社区成为一个学习、激励和创造的绝佳场所。你所作的任何贡献都是**非常感谢**的。
+
+1. Fork the Project
+2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)
+3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)
+4. Push to the Branch (`git push origin feature/AmazingFeature`)
+5. Open a Pull Request
+
+
+
+
-
-
-
-
-
- 简体中文 | English
-
-
- Explore the documentation of this project »
-
-
- EmoLLM 2.0 Demo
- ·
- Report a Bug
- ·
- Propose a New Feature
-
-
-
-
-
-
- 
-
-
-## Contents
-
-- [EmoLLM - Large Language Model for Mental Health](#emollm---large-language-model-for-mental-health)
- - [Recent Updates](#recent-updates)
- - [Roadmap](#roadmap)
- - [Contents](#contents)
- - [Pre-development Configuration Requirements.](#pre-development-configuration-requirements)
- - [**User Guide**](#user-guide)
- - [File Directory Explanation](#file-directory-explanation)
- - [Data Construction](#data-construction)
- - [Fine-tuning Guide](#fine-tuning-guide)
- - [Deployment Guide](#deployment-guide)
- - [RAG (Retrieval Augmented Generation) Pipeline](#rag-retrieval-augmented-generation-pipeline)
- - [Frameworks Used](#frameworks-used)
- - [How to participate in this project](#how-to-participate-in-this-project)
- - [Version control](#version-control)
- - [Authors (in no particular order)](#authors-in-no-particular-order)
- - [Copyright Notice](#copyright-notice)
- - [Acknowledgments](#acknowledgments)
- - [Star History](#star-history)
- - [🌟 Contributors](#-contributors)
- - [Communication group](#communication-group)
-
-###### Pre-development Configuration Requirements.
-
-- A100 40G (specifically for InternLM2_7B_chat + qlora fine-tuning + deepspeed zero2 optimization)
-
-###### **User Guide**
-
-1. Clone the repo
-
-```sh
-git clone https://github.com/SmartFlowAI/EmoLLM.git
-```
-
-1. Read in sequence or read sections you're interested in：
- - [File Directory Explanation](#file-directory-explanation)
- - [Data Construction](#data-construction)
- - [Fine-tuning Guide](#fine-tuning-guide)
- - [Deployment Guide](#deployment-guide)
- - View More Details
-
-
-
-### File Directory Explanation
-
-```
-├─assets: Image Resources
-├─datasets: Dataset
-├─demo: demo scripts
-├─generate_data: Data Generation Guide
-│ └─xinghuo
-├─scripts: Some Available Tools
-└─xtuner_config：Fine-tuning Guide
- └─images
-```
-
-### Data Construction
-
-- Please read the [Data Construction Guide ](generate_data/tutorial.md)for reference.
-
-- The dataset used for this fine-tuning can be found at [datasets](datasets/data.json)
-
-### Fine-tuning Guide
-
-For details, see the [fine-tuning guide](xtuner_config/README.md)
-
-### Deployment Guide
-
-- Demo deployment: see [deployment guide](./demo/README.md) for details.
-- Quantitative deployment based on [LMDeploy](https://github.com/InternLM/lmdeploy/): see [deploy](./deploy/lmdeploy.md)
-
-
-### RAG (Retrieval Augmented Generation) Pipeline
-- See [RAG](./rag/)
-
-
-
-
-### Authors (in no particular order)
-
-| Username | School/Organization | Remarks | Contributions |
-| :-------: | :-------------------: | :------------------: | :--------: |
-| [aJupyter](https://github.com/aJupyter) | Nankai University, Master's student | DataWhale member | Project initiator |
-| [jujimeizuo](https://github.com/jujimeizuo) | Jiangnan University, Master's student | | |
-| [Smiling-Weeping-zhr](https://github.com/Smiling-Weeping-zhr) | Harbin Institute of Technology (Weihai), Undergraduate student | | |
-| [8baby8](https://github.com/8baby8) | PaddlePaddle Pilot Team Regional Director | Wenxin Large Model core developer | |
-| [zxazys](https://github.com/zxazys) | Nankai University, Master's student | | |
-| [MING-ZCH](https://github.com/MING-ZCH) | Huazhong University of Science and Technology, Undergraduate student | | |
-| [JasonLLLLLLLLLLL](https://github.com/JasonLLLLLLLLLLL) | SWUFE (Southwestern University of Finance and Economics) | | |
-| [MrCatAI](https://github.com/MrCatAI) | AI Mover | | |
-| [ZeyuBa](https://github.com/ZeyuBa) | Institute of Automation, Master's student | | |
-| [aiyinyuedejustin](https://github.com/aiyinyuedejustin) | University of Pennsylvania, Master's student | | |
-| [Nobody-ML](https://github.com/Nobody-ML) | China University of Petroleum (East China), Undergraduate student | | |
-| [chg0901](https://github.com/chg0901) | [MiniSora](https://github.com/mini-sora/minisora) |Maintainer and Admin|Data Cleaning and Docs Translation|
-| [Mxoder](https://github.com/Mxoder) | Beihang University, Undergraduate student | | |
-| [Anooyman](https://github.com/Anooyman) | Nanjing University of Science and Technology, Master's student | | |
-| [Vicky-3021](https://github.com/Vicky-3021) | Xidian University, Master's student (Research Year 0) | | |
-| [SantiagoTOP](https://github.com/santiagoTOP) | Taiyuan University of Technology, Master's student | | |
-
-
-### Copyright Notice
-
-The project is licensed under the MIT License. Please refer to the details
- [LICENSE](https://github.com/aJupyter/EmoLLM/blob/master/LICENSE)
-
-### Acknowledgments
-
-- [Sanbu](https://github.com/sanbuphy)
-- [Shanghai Artificial Intelligence Laboratory](https://www.shlab.org.cn/)
-- [Vanin](https://github.com/vansin)
-- [Bloom up (WeChat Official Account Promotion)](https://mp.weixin.qq.com/s/78lrRl2tlXEKUfElnkVx4A)
-- Abu (M.A. in Psychology, Peking University)
-
-
-
-
-
-
-
-
-
-## Star History
-
-[](https://star-history.com/#SmartFlowAI/EmoLLM&Date)
-
-## 🌟 Contributors
-
-[](https://github.com/SmartFlowAI/EmoLLM/graphs/contributors)
-
-[your-project-path]: SmartflowAI/EmoLLM
-[contributors-shield]: https://img.shields.io/github/contributors/SmartflowAI/EmoLLM.svg?style=flat-square
-[contributors-url]: https://github.com/SmartflowAI/EmoLLM/graphs/contributors
-[forks-shield]: https://img.shields.io/github/forks/SmartflowAI/EmoLLM.svg?style=flat-square
-[forks-url]: https://github.com/SmartflowAI/EmoLLM/network/members
-[stars-shield]: https://img.shields.io/github/stars/SmartflowAI/EmoLLM.svg?style=flat-square
-[stars-url]: https://github.com/SmartflowAI/EmoLLM/stargazers
-[issues-shield]: https://img.shields.io/github/issues/SmartflowAI/EmoLLM.svg?style=flat-square
-[issues-url]: https://img.shields.io/github/issues/SmartflowAI/EmoLLM.svg
-[license-shield]: https://img.shields.io/github/license/SmartflowAI/EmoLLM.svg?style=flat-square
-[license-url]: https://github.com/SmartflowAI/EmoLLM/blob/main/LICENSE
-
-[OpenXLab_App-image]: https://cdn-static.openxlab.org.cn/app-center/openxlab_app.svg
-[OpenXLab_Model-image]: https://cdn-static.openxlab.org.cn/header/openxlab_models.svg
-[OpenXLab_App-url]: https://openxlab.org.cn/apps/detail/Farewell1/EmoLLMV2.0
-[OpenXLab_Model-url]: https://openxlab.org.cn/models/detail/ajupyter/EmoLLM_internlm2_7b_full
-
-## Communication group
-- If it fails, go to the Issue section.
-
-Additional Details
-
-### Frameworks Used
-
-- [Xtuner](https://github.com/InternLM/xtuner)
-- [Transformers](https://github.com/huggingface/transformers)
-- [Pytorch](https://pytorch.org/)
-- [LMDeploy](https://github.com/InternLM/lmdeploy/): for quantitative deployment
-- [Stremlit](https://streamlit.io/): for building demos
-- [DeepSpeed](https://github.com/microsoft/DeepSpeed): for parallel training
-- …
-
-#### How to participate in this project
-
-Contributions make the open-source community an excellent place for learning, inspiration, and creation. Any contribution you make is greatly appreciated.
-
-1. Fork the Project
-2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)
-3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)
-4. Push to the Branch (`git push origin feature/AmazingFeature`)
-5. Open a Pull Request
-
-### Version control
-
-This project uses Git for version control. You can see the currently available versions in the repository.
-
-
-
-
+
+
+
+
+
+ 简体中文 | English
+
+
+ Explore the documentation of this project »
+
+
+ EmoLLM 2.0 Demo
+ ·
+ Report a Bug
+ ·
+ Propose a New Feature
+
+
+
+
+
+
+
+
+
+## Contents
+
+- [EmoLLM - Large Language Model for Mental Health](#emollm---large-language-model-for-mental-health)
+ - [Recent Updates](#recent-updates)
+ - [Roadmap](#roadmap)
+ - [Contents](#contents)
+ - [Pre-development Configuration Requirements.](#pre-development-configuration-requirements)
+ - [**User Guide**](#user-guide)
+ - [File Directory Explanation](#file-directory-explanation)
+ - [Data Construction](#data-construction)
+ - [Fine-tuning Guide](#fine-tuning-guide)
+ - [Deployment Guide](#deployment-guide)
+ - [RAG (Retrieval Augmented Generation) Pipeline](#rag-retrieval-augmented-generation-pipeline)
+ - [Frameworks Used](#frameworks-used)
+ - [How to participate in this project](#how-to-participate-in-this-project)
+ - [Version control](#version-control)
+ - [Authors (in no particular order)](#authors-in-no-particular-order)
+ - [Copyright Notice](#copyright-notice)
+ - [Acknowledgments](#acknowledgments)
+ - [Star History](#star-history)
+ - [🌟 Contributors](#-contributors)
+ - [Communication group](#communication-group)
+
+###### Pre-development Configuration Requirements.
+
+- A100 40G (specifically for InternLM2_7B_chat + qlora fine-tuning + deepspeed zero2 optimization)
+
+###### **User Guide**
+
+1. Clone the repo
+
+```sh
+git clone https://github.com/SmartFlowAI/EmoLLM.git
+```
+
+1. Read in sequence or read sections you're interested in：
+ - [File Directory Explanation](#file-directory-explanation)
+ - [Data Construction](#data-construction)
+ - [Fine-tuning Guide](#fine-tuning-guide)
+ - [Deployment Guide](#deployment-guide)
+ - View More Details
+
+
+
+### File Directory Explanation
+
+```
+├─assets: Image Resources
+├─datasets: Dataset
+├─demo: demo scripts
+├─generate_data: Data Generation Guide
+│ └─xinghuo
+├─scripts: Some Available Tools
+└─xtuner_config：Fine-tuning Guide
+ └─images
+```
+
+### Data Construction
+
+- Please read the [Data Construction Guide ](generate_data/tutorial.md)for reference.
+
+- The dataset used for this fine-tuning can be found at [datasets](datasets/data.json)
+
+### Fine-tuning Guide
+
+For details, see the [fine-tuning guide](xtuner_config/README.md)
+
+### Deployment Guide
+
+- Demo deployment: see [deployment guide](./demo/README.md) for details.
+- Quantitative deployment based on [LMDeploy](https://github.com/InternLM/lmdeploy/): see [deploy](./deploy/lmdeploy.md)
+
+
+### RAG (Retrieval Augmented Generation) Pipeline
+- See [RAG](./rag/)
+
+
+
+
+### Authors (in no particular order)
+
+| Username | School/Organization | Remarks | Contributions |
+| :-------: | :-------------------: | :------------------: | :--------: |
+| [aJupyter](https://github.com/aJupyter) | Nankai University, Master's student | DataWhale member | Project initiator |
+| [jujimeizuo](https://github.com/jujimeizuo) | Jiangnan University, Master's student | | |
+| [Smiling-Weeping-zhr](https://github.com/Smiling-Weeping-zhr) | Harbin Institute of Technology (Weihai), Undergraduate student | | |
+| [8baby8](https://github.com/8baby8) | PaddlePaddle Pilot Team Regional Director | Wenxin Large Model core developer | |
+| [zxazys](https://github.com/zxazys) | Nankai University, Master's student | | |
+| [MING-ZCH](https://github.com/MING-ZCH) | Huazhong University of Science and Technology, Undergraduate student | | |
+| [JasonLLLLLLLLLLL](https://github.com/JasonLLLLLLLLLLL) | SWUFE (Southwestern University of Finance and Economics) | | |
+| [MrCatAI](https://github.com/MrCatAI) | AI Mover | | |
+| [ZeyuBa](https://github.com/ZeyuBa) | Institute of Automation, Master's student | | |
+| [aiyinyuedejustin](https://github.com/aiyinyuedejustin) | University of Pennsylvania, Master's student | | |
+| [Nobody-ML](https://github.com/Nobody-ML) | China University of Petroleum (East China), Undergraduate student | | |
+| [chg0901](https://github.com/chg0901) | [MiniSora](https://github.com/mini-sora/minisora) |Maintainer and Admin|Data Cleaning and Docs Translation|
+| [Mxoder](https://github.com/Mxoder) | Beihang University, Undergraduate student | | |
+| [Anooyman](https://github.com/Anooyman) | Nanjing University of Science and Technology, Master's student | | |
+| [Vicky-3021](https://github.com/Vicky-3021) | Xidian University, Master's student (Research Year 0) | | |
+| [SantiagoTOP](https://github.com/santiagoTOP) | Taiyuan University of Technology, Master's student | | |
+| [zealot52099](https://github.com/zealot52099) | AI Mover | | |
+
+### Copyright Notice
+
+The project is licensed under the MIT License. Please refer to the details
+ [LICENSE](https://github.com/aJupyter/EmoLLM/blob/master/LICENSE)
+
+### Acknowledgments
+
+- [Sanbu](https://github.com/sanbuphy)
+- [Shanghai Artificial Intelligence Laboratory](https://www.shlab.org.cn/)
+- [Vanin](https://github.com/vansin)
+- [Bloom up (WeChat Official Account Promotion)](https://mp.weixin.qq.com/s/78lrRl2tlXEKUfElnkVx4A)
+- Abu (M.A. in Psychology, Peking University)
+
+
+
+
+
+
+
+
+
+## Star History
+
+[](https://star-history.com/#SmartFlowAI/EmoLLM&Date)
+
+## 🌟 Contributors
+
+[](https://github.com/SmartFlowAI/EmoLLM/graphs/contributors)
+
+[your-project-path]: SmartflowAI/EmoLLM
+[contributors-shield]: https://img.shields.io/github/contributors/SmartflowAI/EmoLLM.svg?style=flat-square
+[contributors-url]: https://github.com/SmartflowAI/EmoLLM/graphs/contributors
+[forks-shield]: https://img.shields.io/github/forks/SmartflowAI/EmoLLM.svg?style=flat-square
+[forks-url]: https://github.com/SmartflowAI/EmoLLM/network/members
+[stars-shield]: https://img.shields.io/github/stars/SmartflowAI/EmoLLM.svg?style=flat-square
+[stars-url]: https://github.com/SmartflowAI/EmoLLM/stargazers
+[issues-shield]: https://img.shields.io/github/issues/SmartflowAI/EmoLLM.svg?style=flat-square
+[issues-url]: https://img.shields.io/github/issues/SmartflowAI/EmoLLM.svg
+[license-shield]: https://img.shields.io/github/license/SmartflowAI/EmoLLM.svg?style=flat-square
+[license-url]: https://github.com/SmartflowAI/EmoLLM/blob/main/LICENSE
+
+[OpenXLab_App-image]: https://cdn-static.openxlab.org.cn/app-center/openxlab_app.svg
+[OpenXLab_Model-image]: https://cdn-static.openxlab.org.cn/header/openxlab_models.svg
+[OpenXLab_App-url]: https://openxlab.org.cn/apps/detail/Farewell1/EmoLLMV2.0
+[OpenXLab_Model-url]: https://openxlab.org.cn/models/detail/ajupyter/EmoLLM_internlm2_7b_full
+
+## Communication group
+- If it fails, go to the Issue section.
+
+Additional Details
+
+### Frameworks Used
+
+- [Xtuner](https://github.com/InternLM/xtuner)
+- [Transformers](https://github.com/huggingface/transformers)
+- [Pytorch](https://pytorch.org/)
+- [LMDeploy](https://github.com/InternLM/lmdeploy/): for quantitative deployment
+- [Stremlit](https://streamlit.io/): for building demos
+- [DeepSpeed](https://github.com/microsoft/DeepSpeed): for parallel training
+- …
+
+#### How to participate in this project
+
+Contributions make the open-source community an excellent place for learning, inspiration, and creation. Any contribution you make is greatly appreciated.
+
+1. Fork the Project
+2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)
+3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)
+4. Push to the Branch (`git push origin feature/AmazingFeature`)
+5. Open a Pull Request
+
+### Version control
+
+This project uses Git for version control. You can see the currently available versions in the repository.
+
+
+
+