CARE demonstrates how to create specialized domain-specific chatbots by fine-tuning Phi3.5-mini using QLoRA on minimal hardware and limited data.

Key innovations:

• Lightweight approach: Achieves strong performance with minimal computational resources
• Multi-domain capability: Specializes in medical, support, and engineering domains simultaneously
• Rapid adaptation: Fine-tunes quickly with limited domain-specific training data
• Practical deployment: Designed for real-world customer assistance applications

In the medical domain, CARE provides preliminary diagnoses and medical guidance, making AI-powered healthcare support more accessible to organizations without massive computational resources.

CARE: A QLoRA-Fine Tuned Multi-Domain Chatbot With Fast Learning On Minimal Hardware