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Large Language Models

Mixture of Experts

MoE
Large Language Models· Advanced

Definition

An architecture where different expert sub-networks specialize in different input types, with a gating mechanism routing each token to the most relevant experts. MoE models achieve high capacity while activating only a fraction of parameters per forward pass. Used in GPT-4 and Gemini.

Tags

#architecture#efficiency#routing#sparsity#scaling
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