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What is a mixture of experts model?


AI continues to evolve, with researchers and companies exploring new techniques to improve efficiency and accuracy. The mixture of experts (MoE) model is one of the most promising approaches.

An MoE consists of multiple specialized sub-models trained on distinct aspects of a problem. Instead of processing every user input using the entirety of a monolithic model, like processing every individual question with a large language model (LLM), an MoE selectively activates only the most relevant ‘expert’ sub-model within its parameters to tackle the problem.


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