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CoSineVerifier-Tool-4B

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Nanbeige LLM Lab 764

This PR significantly enhances the model card by:

• Adding pipeline_tag: text-generation: This tag accurately reflects the model's functionality as a text generator for verification responses and improves its discoverability on the Hugging Face Hub.
• Adding library_name: transformers: Evidence from config.json (Qwen3ForCausalLM architecture, transformers_version) and tokenizer_config.json (Qwen2Tokenizer), along with the pip install transformers command in the "Quick Start" section, confirms compatibility with the transformers library. This enables the automated "how to use" widget on the model page.
• Adding relevant tags: New tags like tool-augmented-llm, scientific-reasoning, answer-verification, mathematics, physics, chemistry, biology, and long-form-reasoning are included to provide a more comprehensive description of the model's capabilities and enhance searchability.
• Adding a direct link to the paper: A link to the official paper CoSineVerifier: Tool-Augmented Answer Verification for Computation-Oriented Scientific Questions is added at the top of the model card for easy access.
• Updating the BibTeX citation: The citation has been made more detailed and accurate by including the specific authors and the arXiv URL, providing proper attribution for the research.

All existing content, including the detailed usage instructions and examples, remains unchanged, preserving its original formatting and explicit newline characters.