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modified: .gitignore modified: README.md modified: README_EN.md new file: assets/EmoLLM_transparent.png deleted: assets/Shusheng.jpg new file: assets/Shusheng.png new file: assets/aiwei_demo1.gif new file: assets/aiwei_demo2.gif new file: assets/aiwei_demo3.gif new file: assets/aiwei_demo4.gif
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@ -10,6 +10,7 @@ logs/
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*.jsonl
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*.json
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*.txt
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localFile/
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# ./generate_data/*.josnl
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# ./generate_data/*/*/*.josnl
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100
README.md
100
README.md
@ -6,7 +6,7 @@
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<p align="center">
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<a href="https://github.com/SmartFlowAI/EmoLLM/">
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<img src="assets/logo.jpeg" alt="Logo" width="30%">
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<img src="assets/EmoLLM_transparent.png" alt="Logo" width="50%">
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</a>
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<div align="center">
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@ -44,20 +44,20 @@
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<div align="center">
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| 模型 | 类型 |
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| :-------------------: | :--------: |
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| InternLM2_7B_chat | QLORA |
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| InternLM2_7B_chat | 全量微调 |
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| InternLM2_7B_base | QLORA |
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| InternLM2_1_8B_chat | 全量微调 |
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| InternLM2_20B_chat | LORA |
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| Qwen_7b_chat | QLORA |
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| Qwen1_5-0_5B-Chat | 全量微调 |
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| Baichuan2_13B_chat | QLORA |
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| ChatGLM3_6B | LORA |
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| DeepSeek MoE_16B_chat | QLORA |
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| Mixtral 8x7B_instruct | QLORA |
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| …… | …… |
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| 模型 | 类型 | 链接 |
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| :-------------------: | :------: | :---: |
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| InternLM2_7B_chat | QLORA | |
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| InternLM2_7B_chat | 全量微调 | |
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| InternLM2_7B_base | QLORA | |
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| InternLM2_1_8B_chat | 全量微调 | |
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| InternLM2_20B_chat | LORA | |
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| Qwen_7b_chat | QLORA | |
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| Qwen1_5-0_5B-Chat | 全量微调 | |
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| Baichuan2_13B_chat | QLORA | |
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| ChatGLM3_6B | LORA | |
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| DeepSeek MoE_16B_chat | QLORA | |
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| Mixtral 8x7B_instruct | QLORA | |
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| …… | …… | …… |
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</div>
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@ -75,6 +75,22 @@
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- 心理韧性：指个体在面对逆境时的恢复力和适应能力。心理韧性强的人更能够从挑战中恢复，并从中学习和成长。
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- 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。
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- 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。
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<div style="display: grid; grid-template-columns: repeat(2, 1fr); grid-gap: 30px; margin: 50px;">
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo1.gif" alt="艾薇演示1">
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</div>
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo2.gif" alt="艾薇演示2">
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</div>
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo3.gif" alt="艾薇演示3">
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</div>
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo4.gif" alt="艾薇演示4">
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</div>
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</div>
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### 🎇最近更新
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- 【2024.4.2】在 Huggingface 上传[老母亲心理咨询师](https://huggingface.co/brycewang2018/EmoLLM-mother/tree/main)
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@ -117,7 +133,7 @@
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<p align="center">
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<a href="https://github.com/SmartFlowAI/EmoLLM/">
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<img src="assets/Shusheng.jpg" alt="浦语挑战赛创新创意奖">
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<img src="assets/Shusheng.png" alt="浦语挑战赛创新创意奖">
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</p>
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- 项目荣获公众号**NLP工程化**[推文宣传](https://mp.weixin.qq.com/s/78lrRl2tlXEKUfElnkVx4A)
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@ -225,32 +241,32 @@ git clone https://github.com/SmartFlowAI/EmoLLM.git
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### 作者（排名不分先后）
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| 用户名 | 学校/组织 | 备注 | 贡献 |
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|:--------------------------------------------------------------------:|:--------------------------------------------------:| :-------------------: |:---------:|
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| [aJupyter](https://github.com/aJupyter) | 南开大学在读硕士 | DataWhale成员 | 项目发起人 |
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| [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 |
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| [jujimeizuo](https://github.com/jujimeizuo) | 江南大学在读硕士 | | |
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| [Smiling-Weeping-zhr](https://github.com/Smiling-Weeping-zhr) | 哈尔滨工业大学（威海）在读本科生 | | |
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| [8baby8](https://github.com/8baby8) | 飞桨领航团区域主管 | 文心大模型核心开发者 | |
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| [zxazys](https://github.com/zxazys) | 南开大学在读硕士 | | |
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| [JasonLLLLLLLLLLL](https://github.com/JasonLLLLLLLLLLL) | swufe | | |
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| [MrCatAI](https://github.com/MrCatAI) | AI搬用工 | | |
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| [ZeyuBa](https://github.com/ZeyuBa) | 自动化所在读硕士 | | |
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| [aiyinyuedejustin](https://github.com/aiyinyuedejustin) | 宾夕法尼亚大学在读硕士 | | |
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| [Nobody-ML](https://github.com/Nobody-ML) | 中国石油大学（华东）在读本科生 | | |
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| [chg0901](https://github.com/chg0901) | [MiniSora](https://github.com/mini-sora/minisora/) |[MiniSora](https://github.com/mini-sora/minisora/)主要维护者，管理员| LLM预训练和微调、模型上传、数据清洗、文档翻译 |
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| [Mxoder](https://github.com/Mxoder) | 北京航空航天大学在读本科生 | | |
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| [Anooyman](https://github.com/Anooyman) | 南京理工大学硕士 | | |
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| [Vicky-3021](https://github.com/Vicky-3021) | 西安电子科技大学硕士（研0） | | |
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| [SantiagoTOP](https://github.com/santiagoTOP) | 太原理工大学在读硕士 | | |
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| [zealot52099](https://github.com/zealot52099) | 个人开发者 | | 清洗数据、LLM微调、RAG |
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| [wwwyfff](https://github.com/wwwyfff) | 复旦大学在读硕士 | ||
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| [jkhumor](https://github.com/jkhumor) | 南开大学在读硕士 | | RAG |
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| [lll997150986](https://github.com/lll997150986) | 南开大学在读硕士 | | 微调 |
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| [nln-maker](https://github.com/nln-maker) | 南开大学在读硕士 | | 前后端开发 |
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| [dream00001](https://github.com/dream00001) | 南开大学在读硕士 | | 前后端开发 |
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| [王几行XING](https://zhihu.com/people/brycewang1898) | 北京大学硕士毕业 | | 清洗数据、LLM微调、前后端开发 |
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| [思在] | 北京大学硕士毕业（微软美国） | | LLM微调、前后端开发 |
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| 用户名 | 学校/组织 | 备注 | 贡献 |
|
||||
| :-----------------------------------------------------------: | :------------------------------------------------: | :------------------------------------------------------------------: | :-------------------------------------------: |
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| [aJupyter](https://github.com/aJupyter) | 南开大学在读硕士 | DataWhale成员 | 项目发起人 |
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| [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 |
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| [jujimeizuo](https://github.com/jujimeizuo) | 江南大学在读硕士 | | |
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| [Smiling-Weeping-zhr](https://github.com/Smiling-Weeping-zhr) | 哈尔滨工业大学（威海）在读本科生 | | |
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| [8baby8](https://github.com/8baby8) | 飞桨领航团区域主管 | 文心大模型核心开发者 | |
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||||
| [zxazys](https://github.com/zxazys) | 南开大学在读硕士 | | |
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| [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 | | |
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||||
| [Nobody-ML](https://github.com/Nobody-ML) | 中国石油大学（华东）在读本科生 | | |
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| [chg0901](https://github.com/chg0901) | [MiniSora](https://github.com/mini-sora/minisora/) | [MiniSora](https://github.com/mini-sora/minisora/)主要维护者，管理员 | LLM预训练和微调、模型上传、数据清洗、文档翻译 |
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| [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) | 个人开发者 | | 清洗数据、LLM微调、RAG |
|
||||
| [wwwyfff](https://github.com/wwwyfff) | 复旦大学在读硕士 | | |
|
||||
| [jkhumor](https://github.com/jkhumor) | 南开大学在读硕士 | | RAG |
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||||
| [lll997150986](https://github.com/lll997150986) | 南开大学在读硕士 | | 微调 |
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||||
| [nln-maker](https://github.com/nln-maker) | 南开大学在读硕士 | | 前后端开发 |
|
||||
| [dream00001](https://github.com/dream00001) | 南开大学在读硕士 | | 前后端开发 |
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| [王几行XING](https://zhihu.com/people/brycewang1898) | 北京大学硕士毕业 | | 清洗数据、LLM微调、前后端开发 |
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| [思在] | 北京大学硕士毕业（微软美国） | | LLM微调、前后端开发 |
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### 版权说明
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109
README_EN.md
109
README_EN.md
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<p align="center">
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<a href="https://github.com/SmartFlowAI/EmoLLM/">
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<img src="assets/logo.jpeg" alt="Logo" width="30%">
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<img src="assets/EmoLLM_transparent.png" alt="Logo" width="50%">
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</a>
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<div align="center">
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@ -46,20 +46,20 @@
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<div align="center">
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| Model | Type |
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| :-------------------: | :------: |
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| InternLM2_7B_chat | QLORA |
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| InternLM2_7B_chat | full fine-tuning |
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| InternLM2_7B_base | QLORA |
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| InternLM2_1_8B_chat | full fine-tuning |
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| InternLM2_20B_chat | LORA |
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| Qwen_7b_chat | QLORA |
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| Qwen1_5-0_5B-Chat | full fine-tuning |
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| Baichuan2_13B_chat | QLORA |
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| ChatGLM3_6B | LORA |
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| DeepSeek MoE_16B_chat | QLORA |
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| Mixtral 8x7B_instruct | QLORA |
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| …… | …… |
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| Model | Type | link |
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| :-------------------: | :--------------: | :---: |
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| InternLM2_7B_chat | QLORA | |
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| InternLM2_7B_chat | full fine-tuning | |
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| InternLM2_7B_base | QLORA | |
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| InternLM2_1_8B_chat | full fine-tuning | |
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| InternLM2_20B_chat | LORA | |
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| Qwen_7b_chat | QLORA | |
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| Qwen1_5-0_5B-Chat | full fine-tuning | |
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| Baichuan2_13B_chat | QLORA | |
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| ChatGLM3_6B | LORA | |
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| DeepSeek MoE_16B_chat | QLORA | |
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| Mixtral 8x7B_instruct | QLORA | |
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| …… | …… | …… |
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</div>
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@ -77,6 +77,21 @@ The Model aims to fully understand and promote the mental health of individuals,
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- Psychological resilience: Refers to an individual's ability to recover from adversity and adapt. Those with strong psychological resilience can bounce back from challenges and learn and grow from them.
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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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<div style="display: grid; grid-template-columns: repeat(2, 1fr); grid-gap: 30px; margin: 50px;">
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo1.gif" alt="艾薇演示1">
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</div>
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo2.gif" alt="艾薇演示2">
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</div>
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo3.gif" alt="艾薇演示3">
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</div>
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<div style="background-color: transparent; padding: 10px;">
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<img class="image" src="assets/aiwei_demo4.gif" alt="艾薇演示4">
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</div>
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</div>
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### Recent Updates
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- 【2024.3.25】 [Mother-like Therapist] is released on Huggingface (https://huggingface.co/brycewang2018/EmoLLM-mother/tree/main)
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@ -121,7 +136,7 @@ The Model aims to fully understand and promote the mental health of individuals,
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<p align="center">
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<a href="https://github.com/SmartFlowAI/EmoLLM/">
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<img src="assets/Shusheng.jpg" alt="Challenge Innovation and Creativity Award">
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<img src="assets/Shusheng.png" alt="Challenge Innovation and Creativity Award">
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</p>
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@ -138,7 +153,7 @@ The Model aims to fully understand and promote the mental health of individuals,
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- [EmoLLM - Large Language Model for Mental Health](#emollm---large-language-model-for-mental-health)
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- [Recent Updates](#recent-updates)
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- [Honor](#honor)
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- [Honors](#honors)
|
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- [Roadmap](#roadmap)
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- [Contents](#contents)
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- [Pre-development Configuration Requirements.](#pre-development-configuration-requirements)
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@ -192,18 +207,18 @@ git clone https://github.com/SmartFlowAI/EmoLLM.git
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### Data Construction
|
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|
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- Please read the [Data Construction Guide ](generate_data/tutorial.md)for reference.
|
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- Please read the [Data Construction Guide ](generate_data/tutorial_EN.md)for reference.
|
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- The dataset used for this fine-tuning can be found at [datasets](datasets/data.json)
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### Fine-tuning Guide
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||||
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For details, see the [fine-tuning guide](xtuner_config/README.md)
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For details, see the [fine-tuning guide](xtuner_config/README_EN.md)
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|
||||
### Deployment Guide
|
||||
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||||
- 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)
|
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- 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_EN.md)
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### RAG (Retrieval Augmented Generation) Pipeline
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@ -240,32 +255,32 @@ This project uses Git for version control. You can see the currently available v
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### Authors (in no particular order)
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| Username | School/Organization | Remarks | Contributions |
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|:-----------------------------------------------------------------------:|:--------------------------------------------------------------------:| :------------------: |:----------------------------------:|
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| [aJupyter](https://github.com/aJupyter) | Nankai University, Master's student | DataWhale member | Project initiator |
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| [MING-ZCH](https://github.com/MING-ZCH) | Huazhong University of Science and Technology, Undergraduate student | LLM X Psychology researcher | Project co-leader |
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| [jujimeizuo](https://github.com/jujimeizuo) | Jiangnan University, Master's student | | |
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| [Smiling-Weeping-zhr](https://github.com/Smiling-Weeping-zhr) | Harbin Institute of Technology (Weihai), Undergraduate student | | |
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| [8baby8](https://github.com/8baby8) | PaddlePaddle Pilot Team Regional Director | Wenxin Large Model core developer | |
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| [zxazys](https://github.com/zxazys) | Nankai University, Master's student | | |
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| [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 | | |
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||||
| [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 of [MiniSora](https://github.com/mini-sora/minisora) | LLM Pre-Training and Fine-Tuning, Model Uploading, 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) | Individual developer | | Data Processing, LLM finetuning and RAG |
|
||||
| [wwwyfff](https://github.com/wwwyfff) | FuDan University, Master's student | ||
|
||||
| [jkhumor](https://github.com/jkhumor) | Nankai University, Master's student | | RAG |
|
||||
| [lll997150986](https://github.com/lll997150986) | Nankai University, Master's student | | Fine Tuning |
|
||||
| [nln-maker](https://github.com/nln-maker) | Nankai University, Master's student | | Front-end and back-end development |
|
||||
| [dream00001](https://github.com/dream00001) | Nankai University, Master's student | | Front-end and back-end development |
|
||||
| [王几行XING](zhihu.com/people/brycewang1898) | Peking University, Master's graduate | | Data Processing, LLM finetuning, Front-end and back-end development |
|
||||
| [思在] | Peking University, Master's graduate (Microsoft) | | LLM finetuning, Front-end and back-end development |
|
||||
| Username | School/Organization | Remarks | Contributions |
|
||||
| :-----------------------------------------------------------: | :------------------------------------------------------------------: | :-----------------------------------------------------------------------: | :-----------------------------------------------------------------------------------: |
|
||||
| [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 |
|
||||
| [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 | | |
|
||||
| [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 of [MiniSora](https://github.com/mini-sora/minisora) | LLM Pre-Training and Fine-Tuning, Model Uploading, 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) | Individual developer | | Data Processing, LLM finetuning and RAG |
|
||||
| [wwwyfff](https://github.com/wwwyfff) | FuDan University, Master's student | | |
|
||||
| [jkhumor](https://github.com/jkhumor) | Nankai University, Master's student | | RAG |
|
||||
| [lll997150986](https://github.com/lll997150986) | Nankai University, Master's student | | Fine Tuning |
|
||||
| [nln-maker](https://github.com/nln-maker) | Nankai University, Master's student | | Front-end and back-end development |
|
||||
| [dream00001](https://github.com/dream00001) | Nankai University, Master's student | | Front-end and back-end development |
|
||||
| [王几行XING](zhihu.com/people/brycewang1898) | Peking University, Master's graduate | | Data Processing, LLM finetuning, Front-end and back-end development |
|
||||
| [思在] | Peking University, Master's graduate (Microsoft) | | LLM finetuning, Front-end and back-end development |
|
||||
|
||||
### Copyright Notice
|
||||
|
||||
|
||||
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Loading…
Reference in New Issue
Block a user