docs: link report on arXiv and fix resource icons
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README.md
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# Index-Translate-2B
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<p><a href="https://index-translate.bilibili.com/">馃寪 Online demo</a> 路 <a href="https://github.com/bilibili/Index-Translate"><img src="https://raw.githubusercontent.com/bilibili/Index-Translate/main/docs/assets/github.svg" width="16" height="16" alt=""> GitHub</a> 路 <a href="https://arxiv.org/abs/2609.40181">馃摎 Technical report</a> 路 <a href="https://huggingface.co/collections/IndexTeam/index-translate">馃 Hugging Face collection</a> 路 <a href="https://www.modelscope.cn/collections/IndexTeam/Index-Translate"><img src="https://raw.githubusercontent.com/bilibili/Index-Translate/main/docs/assets/modelscope.svg" width="16" height="16" alt=""> ModelScope collection</a></p>
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**Index-Translate-2B** is the compact 2B-parameter multilingual text model of the **Index-Translate** family, built on Qwen3.5. It supports text translation across **150 languages** and follows translation instructions involving terminology, formatting, style, structure, context, and output length.
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# Index-Translate-2B
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<p><a href="https://index-translate.bilibili.com/">馃寪 Online demo</a> 路 <a href="https://github.com/bilibili/Index-Translate"><img src="https://raw.githubusercontent.com/bilibili/Index-Translate/main/docs/assets/github.svg" width="16" height="16" alt="" style="display:inline;vertical-align:middle;margin:0"> GitHub</a> 路 <a href="https://arxiv.org/abs/2609.40181">馃摎 Technical report</a> 路 <a href="https://huggingface.co/collections/IndexTeam/index-translate">馃 Hugging Face collection</a> 路 <a href="https://www.modelscope.cn/collections/IndexTeam/Index-Translate"><img src="https://raw.githubusercontent.com/bilibili/Index-Translate/main/docs/assets/modelscope.svg" width="16" height="16" alt="" style="display:inline;vertical-align:middle;margin:0"> ModelScope collection</a></p>
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**Index-Translate-2B** is the compact 2B-parameter multilingual text model of the **Index-Translate** family, built on Qwen3.5. It supports text translation across **150 languages** and follows translation instructions involving terminology, formatting, style, structure, context, and output length.
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