This PR improves the model card by:
- Adding metadata including `library_name`, `pipeline_tag`, and `license`.
- Linking to the associated paper [More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models](https://huggingface.co/papers/2505.21523).
This ensures better discoverability and provides essential information for users.
