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

Hugging Face Multimodal & Generative 2026-07-17

TL;DR - A Hugging Face/NVIDIA blog post describing how to fine-tune image and video generation models at scale by combining NVIDIA NeMo Automodel with the 🤗 Diffusers library. It matters because it lowers the barrier to large-scale, distributed customization of diffusion-based generative models.

  • Pairs NVIDIA's NeMo Automodel (optimized/distributed training tooling) with Hugging Face Diffusers to fine-tune image and video diffusion models.
  • Emphasis is on "at scale" — implying multi-GPU/distributed training and efficiency-focused workflows for large generative models.
  • Represents an ecosystem/product integration announcement (Industry & News) rather than novel research results.

Note: Only the title/URL were available (page fetch was blocked by policy), so this summary is inferred from the title and no specific benchmarks, model names, or results are claimed.

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