What is Mixture of Experts and How Can They Boost LLMs?

Large language models seem to be the main thing that everyone in AI is talking about lately. But with great power comes great computational cost. Training these beasts requires massive resources. This is where a not-so-new technique called Mixture of Experts (MoE) comes in.

What is Mixture of Experts?

Imagine a team of specialists. An MoE model is like that, but for machine learning. It uses multiple, smaller models (the experts) to tackle different parts of a problem. A gating …

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