This PR improves the model card by:
- Adding the `image-to-image` pipeline tag to ensure the model is discoverable in the correct category on the Hub.
- Linking the repository to the [FireRed-Image-Edit-1.0 Technical Report](https://huggingface.co/papers/2602.13344).
- Adding a link to the official GitHub repository for code and further documentation.
- Including a citation section for the paper.
Upload FireRed-Image-Edit-1.0-Lightning-8steps-v1.1.safetensors with huggingface_hub
