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@@ -7,7 +7,7 @@ library_name: transformers
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  <div align='center'>
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  <h1>From Pixels to Words -- Towards Native Vision-Language Primitives at Scale</h1h1>
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- | [Paper](https://arxiv.org/abs/xxxx) | [Code](https://github.com/EvolvingLMMs-Lab/NEO) |
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  </div>
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@@ -75,10 +75,10 @@ We release the 2B weights of **NEO1_0** in Pre-Training (PT), Mid-Training (MT),
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  ## ✒️✒️ Citation
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  If **NEO** is helpful for your research, please consider **star** ⭐ and **citation** 📝 :
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  ```bibtex
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- @article{diao2025NEO,
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- title={From Pixels to Words -- Towards Native Vision-Language Primitives at Scale},
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- author={xxxx},
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- journal={arXiv preprint arXiv:xxxx},
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- year={2025}
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  }
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  ```
 
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  <div align='center'>
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  <h1>From Pixels to Words -- Towards Native Vision-Language Primitives at Scale</h1h1>
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+ | [Paper](https://arxiv.org/abs/2510.14979) | [Code](https://github.com/EvolvingLMMs-Lab/NEO) |
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  </div>
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  ## ✒️✒️ Citation
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  If **NEO** is helpful for your research, please consider **star** ⭐ and **citation** 📝 :
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  ```bibtex
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+ @article{Diao2025NEO,
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+ title = {From Pixels to Words Towards Native Vision-Language Primitives at Scale},
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+ author = {Diao, Haiwen and Li, Mingxuan and Wu, Silei and Dai, Linjun and Wang, Xiaohua and Deng, Hanming and Lu, Lewei and Lin, Dahua and Liu, Ziwei},
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+ journal = {arXiv preprint arXiv:2510.14979},
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+ year = {2025}
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  }
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  ```