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Skywork R1V: Pioneering Multimodal Reasoning With Chain-of-Thought by fongshaoc is a document available to read on EtoBox.

What is Skywork R1V: Pioneering Multimodal Reasoning With Chain-of-Thought about?

Skywork R1V is a multimodal reasoning model that enhances the R1-series LLMs by integrating visual modalities through an efficient transfer method, allowing for seamless adaptation without retraining. It employs a hybrid optimization strategy combining Iterative Supervised Fine-Tuning and Group Relative Policy Optimization to improve visual-text alignment and introduces an adaptive-length Chain-of-Thought distillation for efficient reasoning. Empirical results show that Skywork R1V performs competitively on

Author

fongshaoc

Language

EN