This PR significantly enhances the model card for SimVQ by incorporating key information from its paper and GitHub repository.
Specifically, it adds:
- The `pipeline_tag: image-to-image` to improve discoverability on the Hub.
- A detailed description of the model, including its abstract and core algorithm.
- Links to the official paper and GitHub repository.
- Quantitative comparison tables and reconstruction visualizations to showcase the model's performance on both image and audio tasks.
- A citation section for easy referencing.
These updates provide a much richer and more informative overview of SimVQ for the Hugging Face community.
