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Mental Alpaca

Developed by NEU-HAI
This is a fine-tuned large language model for mental health prediction using online text data.
Downloads 180
Release Time : 8/21/2023

Model Overview

This model is fine-tuned based on the Alpaca model for mental health prediction scenarios, supporting English text analysis.

Model Features

Mental Health Prediction
Text analysis capabilities specifically optimized for the mental health domain
Multi-task Fine-tuning
Fine-tuned on 4 high-quality text datasets (totaling 6 tasks)
Research-Oriented
Designed specifically for English mental health research, not suitable for clinical diagnosis

Model Capabilities

Text Sentiment Analysis
Mental Health Risk Prediction
English Text Understanding

Use Cases

Mental Health Research
Online Text Mental Health Assessment
Analyze users' text content on social media or forums to assess mental health status
Suicide Risk Prediction
Identify potential suicide risk signals in text
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