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@@ -142,24 +142,18 @@ This model is experimental and has not been thoroughly calibrated for ethical co
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  This model is based on the results obtained in the project, subsidized by the [Generative AI Accelerator Challenge (GENIAC)](https://www.meti.go.jp/policy/mono_info_service/geniac/index.html).
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  ## Citations
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  ```bibtex
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- @misc{liu2025nvilaefficientfrontiervisual,
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- title={NVILA: Efficient Frontier Visual Language Models},
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- author={Zhijian Liu and Ligeng Zhu and Baifeng Shi and Zhuoyang Zhang and Yuming Lou and Shang Yang and Haocheng Xi and Shiyi Cao and Yuxian Gu and Dacheng Li and Xiuyu Li and Yunhao Fang and Yukang Chen and Cheng-Yu Hsieh and De-An Huang and An-Chieh Cheng and Vishwesh Nath and Jinyi Hu and Sifei Liu and Ranjay Krishna and Daguang Xu and Xiaolong Wang and Pavlo Molchanov and Jan Kautz and Hongxu Yin and Song Han and Yao Lu},
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- year={2025},
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- eprint={2412.04468},
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- archivePrefix={arXiv},
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- primaryClass={cs.CV},
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- url={https://arxiv.org/abs/2412.04468},
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- }
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-
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- @inproceedings{maeda2025llm-jp-eval-mm,
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- author = {前田 航希 and 杉浦 一瑳 and 小田 悠介 and 栗田 修平 and 岡崎 直観},
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- month = mar,
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- series = {言語処理学会第31回年次大会 (NLP2025)},
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- title = {{llm-jp-eval-mm: 日本語視覚言語モデルの自動評価基盤}},
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- year = {2025}
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  }
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  ```
 
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  This model is based on the results obtained in the project, subsidized by the [Generative AI Accelerator Challenge (GENIAC)](https://www.meti.go.jp/policy/mono_info_service/geniac/index.html).
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+ I would like to acknowledge the use of the following open-source repositories:
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+
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+ - [VILA](https://github.com/NVlabs/VILA)
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+ - [llm-jp-eval-mm](https://github.com/llm-jp/llm-jp-eval-mm)
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+
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  ## Citations
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  ```bibtex
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+ @misc{HeronNVILALite2B,
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+ title = {Heron NVILA-Lite 2B},
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+ author = {Shingo Yokoi},
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+ year = {2025},
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+ url = {https://huggingface.co/turing-motors/Heron-NVILA-Lite-2B},
 
 
 
 
 
 
 
 
 
 
 
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  }
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  ```