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MoE · Mixture of Experts

A sparse model that activates only a subset of expert sub-networks per token, cutting compute per token at scale.

An architecture routing each token to a few specialized sub-networks, widening parallelism and reshaping fabric needs.

Also written as: Mixture of Experts

Current numbers

25T tokenslongest documented 4-bit pre-training run (Nemotron 3 Super, 120B-total / ~12B-active hybrid Mamba-Transformer MoE, NVFP4, 25T total seen tokens)as of 2026-03 · register ↗

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