Fermi Universe launched FermiQLLM1.0, the world's first full-chain quantum-enhanced large model. It integrates quantum physics methods like tensor networks into classical computing, ensuring compatibility with existing GPUs without requiring fault-tolerant quantum hardware. The model achieves a 15% inference performance boost and reduces training costs by over 25%. It also improves comprehensive benchmark scores by 10 to 20 percent, marking a significant architectural upgrade in AI technology.