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README_EN.md
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README_EN.md
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# EmoLLM - Large Languge Model for Mental Health
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# EmoLLM - Large Language Model for Mental Health
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<!-- PROJECT SHIELDS -->
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[![Contributors][contributors-shield]][contributors-url]
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<!-- 本篇README.md面向开发者 -->
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**EmoLLM** is a series of large language models designed to understand, support and help customers in mental health counseling. It is fine-tuned from the LLM instructions. We really appreciate it if you can give it a star~⭐⭐. The open-sourced configuration is as follows:
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**EmoLLM** is a series of large language models designed to understand, support and help customers in mental health counseling. It is fine-tuned from the LLM instructions. We really appreciate it if you could give it a star~⭐⭐. The open-sourced configuration is as follows:
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| model | type |
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| :-------------------: | :------: |
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Everyone is welcome to contribute to this project ~
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---
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The Model is aimed at fully understanding and promoting the mental health of individuals, groups, and society. This model typically includes the following key components:
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The Model aims to fully understand and promote the mental health of individuals, groups, and society. This model typically includes the following key components:
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- Cognitive factors: Involving an individual's thought patterns, belief systems, cognitive biases, and problem-solving abilities. Cognitive factors significantly impact mental health as they affect how individuals interpret and respond to life events.
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- Emotional factors: Including emotion regulation, emotional expression, and emotional experiences. Emotional health is a crucial part of mental health, involving how individuals manage and express their emotions and how they recover from negative emotions.
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- 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.
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- Assessment and diagnostic tools: Effective promotion of mental health requires scientific tools to assess individuals' psychological states and diagnose potential psychological issues.
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### Recent Updates
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- 【2024.3.9】New concurrency feature speeds up QA pair generation
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- 【2024.3.3】 [Based on InternLM2-7B-chat full amount of fine-tuned version of open source](https://openxlab.org.cn/models/detail/ajupyter/EmoLLM_internlm2_7b_full), need two A100*80G, update professional evaluation, see [evaluate](./evaluate/), update PaddleOCR-based PDF to txt tool scripts, see [scripts](./scripts/).
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- 【2024.3.9】 **EmoLLM V2.0 is greatly improved in all scores compared to EmoLLM V1.0. Surpasses the performance of Role-playing ChatGPT on counseling tasks!**
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- 【2024.3.9】 New concurrency feature speeds up QA pair generation
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- 【2024.3.3】 [Based on InternLM2-7B-chat full fine-tuned version EmoLLM V2.0 open sourced](https://openxlab.org.cn/models/detail/ajupyter/EmoLLM_internlm2_7b_full), need two A100*80G, update professional evaluation, see [evaluate](./evaluate/), update PaddleOCR-based PDF to txt tool scripts, see [scripts](./scripts/).
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- 【2024.2.29】 Updated objective assessment calculations, see [evaluate](./evaluate/) for details. A series of datasets have also been updated, see [datasets](./datasets/) for details.
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- 【2024.2.27】 Updated English README and a series of datasets (licking dogs and one-round dialogue)
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- 【2024.2.23】The "Gentle Lady Psychologist Ai Wei" based on InternLM2_7B_chat_qlora was launched. [Click here to obtain the model weights](https://openxlab.org.cn/models/detail/ajupyter/EmoLLM_aiwei), [configuration file](xtuner_config/aiwei-internlm2_chat_7b_qlora.py), [online experience link](https://openxlab.org.cn/apps/detail/ajupyter/EmoLLM-aiwei)
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- 【2024.2.3】 [Project Vedio](https://www.bilibili.com/video/BV1N7421N76X/) at bilibili 😊
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- 【2024.1.27】 Complete data construction documentation, fine-tuning guide, deployment guide, Readme, and other related documents 👏
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- 【2024.1.25】 Complete the first version of EmoLLM and deploy it online https://openxlab.org.cn/apps/detail/jujimeizuo/EmoLLM 😀
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- 【2024.1.25】 EmoLLM V1.0 has deployed online https://openxlab.org.cn/apps/detail/jujimeizuo/EmoLLM 😀
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</details>
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## Contents
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- [EmoLLM - Large Languge Model for Mental Health](#emollm---large-languge-model-for-mental-health)
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- [EmoLLM - Large Language Model for Mental Health](#emollm---large-language-model-for-mental-health)
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- [Everyone is welcome to contribute to this project ~](#everyone-is-welcome-to-contribute-to-this-project-)
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- [Recent Updates](#recent-updates)
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- [Contents](#contents)
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### File Directory Explanation
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```
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├─assets：Image Resources
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├─datasets：Dataset
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├─demo：demo scripts
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├─generate_data：Data Generation Guide
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├─assets: Image Resources
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├─datasets: Dataset
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├─demo: demo scripts
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├─generate_data: Data Generation Guide
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│ └─xinghuo
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├─scripts：Some Available Tools
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├─scripts: Some Available Tools
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└─xtuner_config：Fine-tuning Guide
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└─images
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```
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@ -193,7 +194,7 @@ Contributions make the open-source community an excellent place for learning, in
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### Version control
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This project uses Git for version control. You can see the current available versions in the repository.
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This project uses Git for version control. You can see the currently available versions in the repository.
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</details>
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@ -209,7 +210,7 @@ This project uses Git for version control. You can see the current available ver
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[ZhouXinAo](https://github.com/zxazys)@Master's student at Nankai University
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[MING_X](https://github.com/MING-ZCH) @Undergraduate at Huazhong University of Science and Technology
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[MING_X](https://github.com/MING-ZCH) @Undergraduate student at Huazhong University of Science and Technology
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[Z_L](https://github.com/JasonLLLLLLLLLLL)@swufe
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