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@ -10,6 +10,7 @@ logs/
*.jsonl *.jsonl
*.json *.json
*.txt *.txt
localFile/
# ./generate_data/*.josnl # ./generate_data/*.josnl
# ./generate_data/*/*/*.josnl # ./generate_data/*/*/*.josnl

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@ -6,7 +6,7 @@
<p align="center"> <p align="center">
<a href="https://github.com/SmartFlowAI/EmoLLM/"> <a href="https://github.com/SmartFlowAI/EmoLLM/">
<img src="assets/logo.jpeg" alt="Logo" width="30%"> <img src="assets/EmoLLM_transparent.png" alt="Logo" width="50%">
</a> </a>
<div align="center"> <div align="center">
@ -44,20 +44,20 @@
<div align="center"> <div align="center">
| 模型 | 类型 | | 模型 | 类型 | 链接 |
| :-------------------: | :--------: | | :-------------------: | :------: | :---: |
| InternLM2_7B_chat | QLORA | | InternLM2_7B_chat | QLORA | |
| InternLM2_7B_chat | 全量微调 | | InternLM2_7B_chat | 全量微调 | |
| InternLM2_7B_base | QLORA | | InternLM2_7B_base | QLORA | |
| InternLM2_1_8B_chat | 全量微调 | | InternLM2_1_8B_chat | 全量微调 | |
| InternLM2_20B_chat | LORA | | InternLM2_20B_chat | LORA | |
| Qwen_7b_chat | QLORA | | Qwen_7b_chat | QLORA | |
| Qwen1_5-0_5B-Chat | 全量微调 | | Qwen1_5-0_5B-Chat | 全量微调 | |
| Baichuan2_13B_chat | QLORA | | Baichuan2_13B_chat | QLORA | |
| ChatGLM3_6B | LORA | | ChatGLM3_6B | LORA | |
| DeepSeek MoE_16B_chat | QLORA | | DeepSeek MoE_16B_chat | QLORA | |
| Mixtral 8x7B_instruct | QLORA | | Mixtral 8x7B_instruct | QLORA | |
| …… | …… | | …… | …… | …… |
</div> </div>
@ -76,6 +76,34 @@
- 预防和干预措施：心理健康大模型还包括预防心理问题和促进心理健康的策略，如心理教育、心理咨询、心理治疗和社会支持系统。 - 预防和干预措施：心理健康大模型还包括预防心理问题和促进心理健康的策略，如心理教育、心理咨询、心理治疗和社会支持系统。
- 评估和诊断工具：为了有效促进心理健康，需要有科学的工具来评估个体的心理状态，以及诊断可能存在的心理问题。 - 评估和诊断工具：为了有效促进心理健康，需要有科学的工具来评估个体的心理状态，以及诊断可能存在的心理问题。
<table>
<tr>
<td align="center">
<a href="#">
<img src="assets/aiwei_demo1.gif" width="80%;" hight="80%;" alt="placeholder-image">
</a>
</td>
<td align="center">
<a href="#">
<img src="assets/aiwei_demo2.gif" width="80%;" hight="80%;" alt="placeholder-image">
</a>
</td>
</tr>
<tr>
<td align="center">
<a href="#">
<img src="assets/aiwei_demo3.gif" width="80%;" hight="80%;" alt="placeholder-image">
</a>
</td>
<td align="center">
<a href="#">
<img src="assets/aiwei_demo4.gif" width="80%;" hight="80%;" alt="placeholder-image">
</a>
</td>
</tr>
</table>
### 🎇最近更新 ### 🎇最近更新
- 【2024.4.2】在 Huggingface 上传[老母亲心理咨询师](https://huggingface.co/brycewang2018/EmoLLM-mother/tree/main) - 【2024.4.2】在 Huggingface 上传[老母亲心理咨询师](https://huggingface.co/brycewang2018/EmoLLM-mother/tree/main)
- 【2024.3.25】在百度飞桨平台发布[爹系男友心理咨询师](https://aistudio.baidu.com/community/app/68787) - 【2024.3.25】在百度飞桨平台发布[爹系男友心理咨询师](https://aistudio.baidu.com/community/app/68787)
@ -117,7 +145,7 @@
<p align="center"> <p align="center">
<a href="https://github.com/SmartFlowAI/EmoLLM/"> <a href="https://github.com/SmartFlowAI/EmoLLM/">
<img src="assets/Shusheng.jpg" alt="浦语挑战赛创新创意奖"> <img src="assets/Shusheng.png" alt="浦语挑战赛创新创意奖">
</p> </p>
- 项目荣获公众号**NLP工程化**[推文宣传](https://mp.weixin.qq.com/s/78lrRl2tlXEKUfElnkVx4A) - 项目荣获公众号**NLP工程化**[推文宣传](https://mp.weixin.qq.com/s/78lrRl2tlXEKUfElnkVx4A)
@ -226,7 +254,7 @@ git clone https://github.com/SmartFlowAI/EmoLLM.git
### 作者（排名不分先后） ### 作者（排名不分先后）
| 用户名 | 学校/组织 | 备注 | 贡献 | | 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 | | [aJupyter](https://github.com/aJupyter) | 南开大学在读硕士 | DataWhale成员 | 项目发起人 |
| [MING-ZCH](https://github.com/MING-ZCH) | 华中科技大学在读本科生 | LLM x Psychology 研究者 | 项目联合负责人 | | [MING-ZCH](https://github.com/MING-ZCH) | 华中科技大学在读本科生 | LLM x Psychology 研究者 | 项目联合负责人 |
| [jujimeizuo](https://github.com/jujimeizuo) | 江南大学在读硕士 | | | | [jujimeizuo](https://github.com/jujimeizuo) | 江南大学在读硕士 | | |

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README_EN.md
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@ -6,7 +6,7 @@
<p align="center"> <p align="center">
<a href="https://github.com/SmartFlowAI/EmoLLM/"> <a href="https://github.com/SmartFlowAI/EmoLLM/">
<img src="assets/logo.jpeg" alt="Logo" width="30%"> <img src="assets/EmoLLM_transparent.png" alt="Logo" width="50%">
</a> </a>
<div align="center"> <div align="center">
@ -46,20 +46,20 @@
<div align="center"> <div align="center">
| Model | Type | | Model | Type | link |
| :-------------------: | :------: | | :-------------------: | :--------------: | :---: |
| InternLM2_7B_chat | QLORA | | InternLM2_7B_chat | QLORA | |
| InternLM2_7B_chat | full fine-tuning | | InternLM2_7B_chat | full fine-tuning | |
| InternLM2_7B_base | QLORA | | InternLM2_7B_base | QLORA | |
| InternLM2_1_8B_chat | full fine-tuning | | InternLM2_1_8B_chat | full fine-tuning | |
| InternLM2_20B_chat | LORA | | InternLM2_20B_chat | LORA | |
| Qwen_7b_chat | QLORA | | Qwen_7b_chat | QLORA | |
| Qwen1_5-0_5B-Chat | full fine-tuning | | Qwen1_5-0_5B-Chat | full fine-tuning | |
| Baichuan2_13B_chat | QLORA | | Baichuan2_13B_chat | QLORA | |
| ChatGLM3_6B | LORA | | ChatGLM3_6B | LORA | |
| DeepSeek MoE_16B_chat | QLORA | | DeepSeek MoE_16B_chat | QLORA | |
| Mixtral 8x7B_instruct | QLORA | | Mixtral 8x7B_instruct | QLORA | |
| …… | …… | | …… | …… | …… |
</div> </div>
@ -78,6 +78,34 @@ The Model aims to fully understand and promote the mental health of individuals,
- Prevention and intervention measures: The Mental Health Grand Model also includes strategies for preventing psychological issues and promoting mental health, such as psychological education, counseling, therapy, and social support systems. - Prevention and intervention measures: The Mental Health Grand Model also includes strategies for preventing psychological issues and promoting mental health, such as psychological education, counseling, therapy, and social support systems.
- Assessment and diagnostic tools: Effective promotion of mental health requires scientific tools to assess individuals' psychological states and diagnose potential psychological issues. - Assessment and diagnostic tools: Effective promotion of mental health requires scientific tools to assess individuals' psychological states and diagnose potential psychological issues.
<table>
<tr>
<td align="center">
<a href="#">
<img src="assets/aiwei_demo1.gif" width="80%;" hight="80%;" alt="placeholder-image">
</a>
</td>
<td align="center">
<a href="#">
<img src="assets/aiwei_demo2.gif" width="80%;" hight="80%;" alt="placeholder-image">
</a>
</td>
</tr>
<tr>
<td align="center">
<a href="#">
<img src="assets/aiwei_demo3.gif" width="80%;" hight="80%;" alt="placeholder-image">
</a>
</td>
<td align="center">
<a href="#">
<img src="assets/aiwei_demo4.gif" width="80%;" hight="80%;" alt="placeholder-image">
</a>
</td>
</tr>
</table>
### Recent Updates ### Recent Updates
- 【2024.3.25】 [Mother-like Therapist] is released on Huggingface (https://huggingface.co/brycewang2018/EmoLLM-mother/tree/main) - 【2024.3.25】 [Mother-like Therapist] is released on Huggingface (https://huggingface.co/brycewang2018/EmoLLM-mother/tree/main)
- 【2024.3.25】 [Daddy-like Boy-Friend] is released on Baidu Paddle-Paddle AI Studio Platform (https://aistudio.baidu.com/community/app/68787) - 【2024.3.25】 [Daddy-like Boy-Friend] is released on Baidu Paddle-Paddle AI Studio Platform (https://aistudio.baidu.com/community/app/68787)
@ -121,7 +149,7 @@ The Model aims to fully understand and promote the mental health of individuals,
<p align="center"> <p align="center">
<a href="https://github.com/SmartFlowAI/EmoLLM/"> <a href="https://github.com/SmartFlowAI/EmoLLM/">
<img src="assets/Shusheng.jpg" alt="Challenge Innovation and Creativity Award"> <img src="assets/Shusheng.png" alt="Challenge Innovation and Creativity Award">
</p> </p>
@ -138,7 +166,7 @@ The Model aims to fully understand and promote the mental health of individuals,
- [EmoLLM - Large Language Model for Mental Health](#emollm---large-language-model-for-mental-health) - [EmoLLM - Large Language Model for Mental Health](#emollm---large-language-model-for-mental-health)
- [Recent Updates](#recent-updates) - [Recent Updates](#recent-updates)
- [Honor](#honor) - [Honors](#honors)
- [Roadmap](#roadmap) - [Roadmap](#roadmap)
- [Contents](#contents) - [Contents](#contents)
- [Pre-development Configuration Requirements.](#pre-development-configuration-requirements) - [Pre-development Configuration Requirements.](#pre-development-configuration-requirements)
@ -192,18 +220,18 @@ git clone https://github.com/SmartFlowAI/EmoLLM.git
### Data Construction ### Data Construction
- Please read the [Data Construction Guide ](generate_data/tutorial.md)for reference. - Please read the [Data Construction Guide ](generate_data/tutorial_EN.md)for reference.
- The dataset used for this fine-tuning can be found at [datasets](datasets/data.json) - The dataset used for this fine-tuning can be found at [datasets](datasets/data.json)
### Fine-tuning Guide ### Fine-tuning Guide
For details, see the [fine-tuning guide](xtuner_config/README.md) For details, see the [fine-tuning guide](xtuner_config/README_EN.md)
### Deployment Guide ### Deployment Guide
- Demo deployment: see [deployment guide](./demo/README.md) for details. - Demo deployment: see [deployment guide](./demo/README_EN.md) for details.
- Quantitative deployment based on [LMDeploy](https://github.com/InternLM/lmdeploy/): see [deploy](./deploy/lmdeploy.md) - Quantitative deployment based on [LMDeploy](https://github.com/InternLM/lmdeploy/): see [deploy](./deploy/lmdeploy_EN.md)
### RAG (Retrieval Augmented Generation) Pipeline ### RAG (Retrieval Augmented Generation) Pipeline
@ -241,7 +269,7 @@ This project uses Git for version control. You can see the currently available v
### Authors (in no particular order) ### Authors (in no particular order)
| Username | School/Organization | Remarks | Contributions | | Username | School/Organization | Remarks | Contributions |
|:-----------------------------------------------------------------------:|:--------------------------------------------------------------------:| :------------------: |:----------------------------------:| | :-----------------------------------------------------------: | :------------------------------------------------------------------: | :-----------------------------------------------------------------------: | :-----------------------------------------------------------------------------------: |
| [aJupyter](https://github.com/aJupyter) | Nankai University, Master's student | DataWhale member | Project initiator | | [aJupyter](https://github.com/aJupyter) | Nankai University, Master's student | DataWhale member | Project initiator |
| [MING-ZCH](https://github.com/MING-ZCH) | Huazhong University of Science and Technology, Undergraduate student | LLM X Psychology researcher | Project co-leader | | [MING-ZCH](https://github.com/MING-ZCH) | Huazhong University of Science and Technology, Undergraduate student | LLM X Psychology researcher | Project co-leader |
| [jujimeizuo](https://github.com/jujimeizuo) | Jiangnan University, Master's student | | | | [jujimeizuo](https://github.com/jujimeizuo) | Jiangnan University, Master's student | | |

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