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# Multimodal Chain-of-Thought Reasoning in Language Models
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<h5align="center"><i>"Imagine learning a textbook without figures or tables."</i></h5>
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Multimodal-CoT incorporates vision features in a decoupled training framework. The framework consists of two training stages: (i) rationale generation and (ii) answer inference. Both stages share the same model architecture but differ in the input and output.
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