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Mentallama Chat 7B

Developed by klyang
The first open-source large language model with instruction-following capability for explainable mental health analysis, fine-tuned based on LLaMA2-chat-7B
Downloads 3,336
Release Time : 9/26/2023

Model Overview

This model can perform complex analysis on various mental health states and provide reliable explanations for each prediction, suitable for non-clinical research scenarios

Model Features

Explainable Analysis
Can provide natural language explanations for mental health predictions
Instruction Following Capability
Fine-tuned with 75K instruction data, capable of understanding complex instructions
Multi-task Support
Covers 10 mental health analysis tasks
Open Source Accessibility
Adopts MIT license, supporting research community usage and improvements

Model Capabilities

Mental Health State Analysis
Prediction Explanation Generation
Natural Language Understanding
Instruction Following

Use Cases

Mental Health Research
Social Media Mental Health Monitoring
Analyze users' mental health states on social media
Accuracy close to state-of-the-art discriminative methods
Mental Health Education Tool
Generate mental health-related explanations and guidance
Can produce high-quality explanatory content
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