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Dense vs. MoE Models: Active Parameters, Throughput, and When to Choose Each

https://developer.nvidia.com/blog/dense-vs-moe-models-active-parameters-throughput-and-when-to-choose-each/
NVIDIA Technical Blog Dense vs. MoE Models: Active Parameters, Throughput, and When to Choose Each How can a 30B-parameter model activate only 3B parameters per token, and still use the capacity of the larger model? Nemotron 3.5 Lightning illustrates the answer: It uses a Mixture-of-Experts (MoE)…
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