#Mental Health

Examine the role of AI-powered models in psychological counseling and their enhancements in understanding and support. EmoLLM offers a structured approach combining cognitive, emotional, and behavioral insights with social and physiological components. Stay updated with the latest model configurations and tools for advancing mental well-being. Access comprehensive resources for implementing and innovating AI-driven mental health strategies.

The project fine-tunes the Falcon-7B language model with QLoRA on a specialized mental health dataset, derived from FAQs and healthcare blogs, ensuring anonymized, realistic patient-doctor dialogues. Utilizing sharded models, tuning is efficient on both Nvidia A100 and T4 GPUs, achieving a 0.031 training loss after 320 steps. This refined model enhances chatbot support for mental health, providing non-judgmental assistance as a complement to professional services. Available for further exploration with Gradio, this work integrates AI breakthroughs into mental health, fostering greater empathy and understanding.