This PR improves the model card by adding relevant YAML metadata (license, library name, and pipeline tag). It also links the repository to the primary research paper "LLaVA-OneVision-2: Towards Next-Generation Perceptual Intelligence" and the associated technical report "OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence." Additionally, it includes links to the official GitHub repository and project page to improve discoverability and provides sample usage for both images and video.
