Hi! I'm Niels from the Hugging Face community science team.
This PR adds a comprehensive model card to the repository. It includes:
- Metadata for `license`, `library_name`, and `pipeline_tag`.
- Links to the paper ([Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders](https://huggingface.co/papers/2601.16208)), project page, and official GitHub repository.
- A brief description of the model and its findings.
- Sample CLI usage for inference as found in the official documentation.
- Citation information.
This update will make the model more discoverable and provide users with the necessary context and links to the official implementation.
