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How can a 30B-parameter model activate just 3B parameters per token and still draw on the full model’s capacity? Learn how dense and MoE models use parameters

AI News • 2026-09-16 01:04 UTC • By Billy Odell Tucker-Robinson
How can a 30B-parameter model activate just 3B parameters per token and still draw on the full model’s capacity?

Learn how dense and MoE models use parameters
How can a 30B-parameter model activate just 3B parameters per token and still draw on the full model’s capacity? Learn how dense and MoE models use parameters differently, and what that means for throughput, memory and serving complexity. Check out our new technical explainer:
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