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## ✒️ Citation
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```
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@misc{
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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={
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year={2025},
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eprint={2508.21113},
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archivePrefix={arXiv},
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## ✒️ Citation
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```
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@misc{yang2025r4bincentivizinggeneralpurposeautothinking,
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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={Qi Yang and Bolin Ni and Shiming Xiang and Han Hu and Houwen Peng and Jie Jiang},
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year={2025},
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eprint={2508.21113},
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archivePrefix={arXiv},
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