Mixture of Experts

Category: Emerging Concepts

Definition

Mixture of Experts uses multiple specialized AI models and activates only the relevant ones for each task.

How It Works

Instead of one giant model handling everything, MoE has many smaller expert models. A router decides which experts to use for each input.

For coding questions, it might activate programming experts. For creative writing, it uses language experts.

Why It Matters

MoE makes AI more efficient. Instead of using a massive model for simple tasks, it uses just the needed parts. This saves computing power and speeds up responses.

Several large AI systems use MoE to handle diverse tasks efficiently.


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