Researchers have developed a method to run large language models like ChatGPT on a single graphics processing unit (GPU) using the Radeon Open Compute (ROCm) platform. This is made possible by optimizing the model's architecture and leveraging the ROCm's hardware acceleration features. The approach allows for faster training and inference times compared to running the model on a CPU or multiple GPUs. While the method is still in its early stages, it has the potential to make large language models more accessible to researchers with limited resources. --- Why it matters: This development matters to AI engineers because it provides an alternative to expensive hardware requirements for running large language models, making them more feasible for smaller research projects or organizations with limited budgets. Source: https://huggingface.co/blog/chatbot-amd-gpu