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NVIDIA NeMo Automodel integrates with Hugging Face Diffusers for scalable model fine-tuning

Partnership Provisional 85% confidence first seen

NVIDIA and Hugging Face integrated NeMo Automodel with the Diffusers library to enable scalable fine-tuning of diffusion models for image and video generation. The integration supports multiple flow-matching models and enables both full fine-tuning and parameter-efficient methods like LoRA, with performance demonstrated across single-GPU and multi-GPU configurations.

Hugging Face NVIDIA Qwen3 Diffusers FLUX.1-dev Google Colab HunyuanVideo MarkTechPost NVIDIA NeMo Automodel NeMo AutoModel

Source coverage

Fine-tune video and image models at scale with NVIDIA NeMo Automodel and 🤗 Diffusers Hugging Face official Fine-Tuning Qwen3 with LoRA Using NVIDIA NeMo AutoModel: A Complete Single-GPU Google Colab Workflow Tutorial MarkTechPost

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