The intersection of quantum AI is a rapidly emerging field with potential for significant breakthroughs in science and technology. The collaboration of quantum materials, quantum computing, and AI holds promise for transforming fields like cryptography, optimization, and material science. Training complex models is one of the most resource-intensiv