Can the expert specialization patterns learned during pretraining of MoE LLMs be transferred to multimodal mod

Abstract

Abstract: Since the 1950s, when the Turing Test was introduced, there has been notable progress in machine language intelligence. Language modeling, crucial for AI development, has evolved from statistical to neural models over the las... | Find, read and cite all the research you need on Tech Science Press

Research Question

Can the expert specialization patterns learned during pretraining of MoE LLMs be transferred to multimodal models for visual question answering (VQA) without retraining, as measured by accuracy on the COCO captioning and RefCOCO grounding datasets?

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