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11.10 Mixture of Experts (MoE)
Last Updated: March 12, 2026
Ashish Pratap Singh
17 min read
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11.10 Mixture of Experts (MoE)
The Problem
Sparse Activation: The Core Idea
The Gating/Router Mechanism
Why MoE Models Are Faster
Expert Specialization
Load Balancing During Training
Notable MoE Models
Serving MoE Models
Trade-offs: When to Choose MoE
Exercise
Summary
References
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