Fine-tune video and image models at scale with NVIDIA NeMo Automodel and 🤗 Diffusers

NVIDIA and Hugging Face have collaborated to integrate the NeMo Automodel library with 🤗 Diffusers, enabling production-grade, distributed training for diffusion models. This powerful integration allows developers to fine-tune any compatible image or video model, like FLUX.1 or Wan 2.1, directly from the Hugging Face Hub without requiring complex model rewrites. NeMo Automodel is designed to scale effortlessly from a single GPU to hundreds by simply changing configuration settings rather than code. The open-source framework also accelerates performance using advanced techniques like latent-space training and multiresolution data bucketing.