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R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning
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R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning

Qi Yang
Bolin Ni
Shiming Xiang
Han Hu
Houwen Peng
Jie Jiang
    LRM
ArXiv (abs)PDFHTMLHuggingFace (100 upvotes)Github (93★)

Papers citing "R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning"

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Title
CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition
CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition
Sina J. Semnani
Han Zhang
Xinyan He
Merve Tekgürler
Monica S. Lam
3DV
28
0
0
24 Sep 2025