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What is mixture of expert architecture?
#prelims
MoE (Mixture of Experts) : Energy Effiency , Cost effective
—> Basically think like the model is divided into many specialized sub models, one will be good in Maths, other in Languages, other in Philosophy etc.
—> So if you request a specific query, the model will decide which sub models will be activated to solve the query
—> Unlike models like ChatGPT where inference typically run by activating all parameters making it expensive
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