What a decentralized mixture of experts (MoE) is, and how it works
Imagine a single expert trying to handle every task: It might be okay at some things but not great at others. For example ...
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Mixture of experts: The method behind DeepSeek's frugal success
The key to DeepSeek’s frugal success? A method called "mixture of experts." Traditional AI models try to learn everything in one giant neural network. That’s like stuffing all knowledge into a ...
Chain-of-experts (CoE): A lower-cost LLM framework that increases efficiency and accuracy
Chain-of-experts chains LLM experts in a sequence, outperforming mixture-of-experts (MoE) with lower memory and compute costs.