NVIDIA integrated NeMo Automodel with Hugging Face Diffusers to streamline the fine-tuning of generative vision models. This pipeline simplifies scaling image and video model training across large GPU clusters. It removes manual boilerplate code for practitioners. The update provides a more standardized path for deploying custom diffusion models at scale.