Improve model card: Add library, pipeline tags, paper link, and GitHub link

README.md

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 license: apache-2.0
+library_name: transformers
+pipeline_tag: text-generation
+tags:
+- qwen
+- scientific-reasoning
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 # SciReasoner 8B: Laying the Scientific Reasoning Ground Across Disciplines
@@ -8,8 +13,9 @@ license: apache-2.0
 [![Hugging Face](https://img.shields.io/badge/HuggingFace-SciReason-FFAE1A)](https://huggingface.co/SciReason)
 [![License](https://img.shields.io/badge/License-Apache_2.0-2D7DB1.svg)](https://www.apache.org/licenses/LICENSE-2.0)
 
+This repository contains the weight of **SciReasoner-8B**, a scientific reasoning foundation model. It was presented in the paper [SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines](https://huggingface.co/papers/2509.21320).
 
-This repo contains the weight of **SciReasoner-8B**.
+Code: https://github.com/open-sciencelab/SciReason
 
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