tanusrich/Mental_Health_Chatbot
The tanusrich/Mental_Health_Chatbot is a 7 billion parameter LLaMA-based causal language model, fine-tuned by tanusrich for mental health therapy assistance. It provides empathetic, non-judgmental support for individuals seeking guidance on topics like anxiety, loneliness, and emotional well-being. This model is optimized to simulate therapy-like conversations and suggest coping strategies.
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Mental Health Therapy Chatbot Overview
The tanusrich/Mental_Health_Chatbot is a 7 billion parameter model built upon the LLaMA-2-7b architecture, specifically fine-tuned by tanusrich for mental health therapy assistance. Its core purpose is to offer empathetic and supportive conversational AI for individuals seeking guidance on emotional well-being.
Key Capabilities
- Empathetic Responses: Designed to provide considerate and non-judgmental replies to mental health queries.
- Emotional Support: Helps users navigate feelings such such as loneliness, anxiety, and stress.
- Coping Strategies: Suggests relevant coping mechanisms based on conversational context.
- Sensitive Topic Handling: Capable of addressing complex and emotionally charged subjects with care.
Fine-Tuning and Usage
The model was fine-tuned using the QLoRA method, enabling efficient adaptation on resource-constrained hardware with 4-bit quantization. It is intended for use in non-clinical settings to provide conversational support, not as a replacement for professional mental health services. Users should be aware of its limitations, including its non-clinical nature and potential for bias inherent in language models.