How do mixture-of-experts layers affect transformer models?

Mixture of experts (MoE) layers are utilized to improve the performance of transformer models, particularly large language models (LLMs). MoE layers consist of sparse MoE layers that replace dense feed-forward layers and routers that determine the allocation of tokens to experts. The routing mechanism typically utilizes a Show more