Add comprehensive model card for USP

#1
by nielsr HF Staff - opened

This PR adds a comprehensive model card for the USP model. It includes:

  • A link to the paper: https://huggingface.co/papers/2503.06132
  • A link to the official GitHub repository: https://github.com/GD-ML/USP
  • The appropriate pipeline_tag (unconditional-image-generation) to make the model discoverable on the Hugging Face Hub.
  • The library_name (diffusers) to indicate compatibility with the Diffusers library, enabling the "how to use" widget.
  • Relevant tags for better discoverability.
  • Key information about the model's features, performance tables, and usage instructions, taken directly from the paper abstract and GitHub README.

Please review and merge this PR if everything looks good.

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