🎓 educate

EmoLLM

A large mental health model that supports mental health counseling links.

#mental health
#large model
#fine-tuning
#psychological counseling
EmoLLM

Product Details

EmoLLM is a large model of mental health, fine-tuned from LLM instructions, aiming to comprehensively understand and promote the mental health of individuals, groups and even the entire society. It includes multiple key components such as cognitive factors, emotional factors, behavioral factors, social environment, physical health, psychological resilience, prevention and intervention measures, assessment and diagnostic tools, etc. By fine-tuning the configuration, EmoLLM can provide support in psychological counseling tasks and help users better understand and respond to psychological problems.

Main Features

1
Support understanding users - support users - help users' mental health counseling link
2
Provide support on psychological counseling tasks based on fine-tuning of LLM instructions
3
Including cognitive, emotional, behavioral and other mental health factors
4
Provides multi-turn dialogue data set CPsyCunD and professional evaluation methods
5
Supports incremental pre-training and multiple fine-tuning configurations, such as InternLM2_5_7B_chat, etc.
6
Published on multiple platforms, such as ModelScope, OpenXLab, etc., to facilitate users to obtain and use
7
Received multiple honors and media reports, proving its application value and influence in the field of mental health

How to Use

1
Visit EmoLLM’s GitHub page for project background and details.
2
Choose the appropriate fine-tuning configuration according to personal needs, such as InternLM2_5_7B_chat, etc.
3
Read the Quick Start Guide to learn how to quickly get started using EmoLLM.
4
Prepare and organize required mental health data sets according to data construction guidelines.
5
Follow the fine-tuning guidelines to fine-tune the model to fit specific counseling tasks.
6
Use the deployment guide to deploy the fine-tuned model to a server or cloud platform.
7
Evaluate model performance through evaluation guidelines to ensure its effectiveness in practical applications.

Target Users

EmoLLM is suitable for mental health professionals, researchers, and ordinary users who are interested in mental health. Professionals and researchers can use it to provide more professional mental health coaching services, while ordinary users can use it to obtain mental health knowledge and self-regulation methods.

Examples

Mental health professionals use EmoLLM to provide online psychological counseling services to patients.

Researchers use EmoLLM to assess and study mental health status.

Ordinary users learn mental health knowledge and improve self-regulation abilities through EmoLLM.

Quick Access

Visit Website →

Categories

🎓 educate
› AI chatbot
› AI mental health

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