---
base_model: Qwen/Qwen3-4B-Instruct-2507
library_name: peft
pipeline_tag: text-generation
tags:
- base_model:adapter:Qwen/Qwen3-4B-Instruct-2507
- lora
- transformers
license: apache-2.0
datasets:
- fadodr/mental_health_therapy
---
# Qwen3-4B-Instruct-2507_mental_health_therapy

## Overview  
This model is designed as a therapist assistant to support mental health professionals during client visits. It helps therapists engage with clients in a structured, empathetic way by facilitating emotional exploration, exploring concerns, and practicing active listening in a safe, non-judgmental environment.

The assistant supports real-time reflection and contextualization of client experiences, helping therapists prepare for and deepen their understanding of client narratives — always recognizing that it does not replace professional clinical judgment or therapeutic intervention.

## Intended Use  
> - Supporting mental health professionals during client visits by providing real-time, empathetic guidance for emotional reflection and visitor engagement  
> - Facilitating structured, compassionate dialogue to help therapists explore visitor concerns, validate emotions, and practice active listening  
> - Assisting therapists in contextualizing visitor experiences through reflective, non-judgmental prompts that promote deeper understanding and therapeutic rapport  
> - Helping clinicians prepare for and navigate sensitive conversations in a way that respects client autonomy, dignity, and emotional well-being  

## Key Features  
- Empathetic, non-judgmental responses  
- Structured support for emotional exploration  
- Safe space for discussing mental health concerns  
- Designed to enhance user preparation for professional therapy sessions  

## Ethical & Safety Guidelines  
⚠️ **Important Limitations**:  
- ❌ Cannot diagnose, assess, or provide medical advice  
- ❌ Cannot replace therapy, counseling, or crisis intervention  
- ❌ Should not be used during active crises (e.g., suicidal ideation, self-harm, psychosis)  
- ❌ Not intended as a substitute for a licensed mental health professional  

🚨 **Crisis Response Protocol**:  
If a user expresses suicidal thoughts, self-harm, or severe emotional distress — the model will:  
1. Acknowledge the seriousness of the situation  
2. Respond with empathy and concern  
3. **Immediately prompt the user to contact a licensed therapist or emergency services**  

💡 **Safety Mechanisms**:  
- Automatic detection of crisis indicators (e.g., "I want to hurt myself", "I can't go on")  
- Escalation to human support when needed  
- All outputs are designed to prioritize user safety and well-being  

## Usage Notes  
- Should be used **in conjunction with, not instead of**, professional therapy  
- Not recommended for individuals experiencing active mental health crises  

## Disclaimer  
This model is not a substitute for professional mental health care. It is intended to support emotional exploration and self-understanding in the context of therapy. Always seek help from a licensed therapist, counselor, or mental health professional when needed.