HyperHRT, pioneered by the Indian Institute of Technology, Patna, represents a next-generation language model architecture aimed at enhancing the capabilities of small language models through decentralized fine-tuning. It allows users to train, tune, and integrate models seamlessly for real-time operations, significantly reducing the computational load during training processes. HyperHRT is designed for developers and researchers who want to build robust AI applications leveraging advanced language processing techniques.