This PR significantly improves the model card for the "Generative AI in Map-Making" models.
Key changes include:
- Updating the paper link to the official Hugging Face Papers page ([https://huggingface.co/papers/2508.18959](https://huggingface.co/papers/2508.18959)).
- Adding the `pipeline_tag: image-to-image` for better categorization and discoverability on the Hub.
- Enhancing the model card content with a summary of the paper's abstract and a detailed description of the available models, including their styles and supported class labels, sourced directly from the GitHub repository.
- Removing the irrelevant "File information" section.
