This PR enriches the dataset card by adding:
- A clear description of the dataset's role in the "Compressed and Smooth Latent Space for Text Diffusion Modeling" paper.
- The associated Hugging Face paper link: https://huggingface.co/papers/2506.21170.
- The official GitHub repository link: https://github.com/MeshchaninovViacheslav/cosmos.
- The paper's abstract for comprehensive context.
- `task_categories: text-generation` metadata, reflecting the dataset's use in various generative AI tasks.
- `language: en` metadata, indicating the dataset content is in English.
- A "Sample Usage" section, featuring a `bash` command for text generation directly from the GitHub README.
- A BibTeX citation for the paper.
These additions significantly improve the discoverability, usability, and academic attribution of the dataset.
