This PR significantly enhances the model card for `villa-X` by:
- Adding `library_name: lam` to the metadata for better discoverability and integration.
- Updating the project page URL to `https://aka.ms/villa-x` for consistency with the official project page.
- Including the paper's abstract to provide a concise overview.
- Incorporating a detailed "Overview" section directly from the GitHub repository, explaining the model's key contributions.
- Providing comprehensive usage instructions, including installation steps and concrete Python code examples for inference, allowing users to quickly get started.
- Adding a "Pre-trained Models" table for easy access to available checkpoints.
- Including the official BibTeX citation for proper attribution.
- Adding a "Credits" section to acknowledge contributing open-source projects.
- Ensuring all image links are robust for display on the Hugging Face Hub.
These updates greatly improve the discoverability, clarity, and utility of the model ca…