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Variational-Posterior-PB-8B

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This PR updates the model card for the Variational Reasoning framework.

It adds:

• Relevant pipeline_tag: text-generation and tags: [reasoning, qwen] to the YAML metadata for improved discoverability.
• A comprehensive Model Description derived from the paper's abstract and GitHub README.
• Direct links to the official paper (https://huggingface.co/papers/2509.22637) and the GitHub repository (https://github.com/sail-sg/variational-reasoning).
• Details about model development, type, and language.
• Guidance for Direct Use and Out-of-Scope Use.
• Information regarding Training Details and Evaluation, linking back to the GitHub repository for in-depth procedures.
• The official BibTeX citation.

This update ensures the model card is informative and adheres to documentation best practices, without including speculative information such as a license or made-up usage examples.