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What is the point of MoE models, beyond being faster?

Via r/LocalLlama
Tuesday, May 19, 2026 ยท 7:20AM
Summary

Hi. Besides the fact that an xByA MoE models runs as fast as a yA models but produces better results, what are other benefits of pursuing an MoE architecture and not a dense one with e.g. x/2 (or x/3) parameters? Given that we need enough RAM for xB parameter anyway, aren't MoEs at a disadvantage wh

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