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@@ -211,6 +211,7 @@ print("Chat response:", chat_response)
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  ## ✒️ Citation
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  @misc{jiang2025r4bincentivizinggeneralpurposeautothinking,
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  title={R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning},
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  author={Jie Jiang and Qi Yang and Bolin Ni and Shiming Xiang and Han Hu and Houwen Peng},
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  primaryClass={cs.CV},
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  url={https://arxiv.org/abs/2508.21113},
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  }
 
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  ## Acknowledgements
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  ## ✒️ Citation
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+ ```
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  @misc{jiang2025r4bincentivizinggeneralpurposeautothinking,
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  title={R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning},
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  author={Jie Jiang and Qi Yang and Bolin Ni and Shiming Xiang and Han Hu and Houwen Peng},
 
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  primaryClass={cs.CV},
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  url={https://arxiv.org/abs/2508.21113},
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  }
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+ ```
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  ## Acknowledgements
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