Under a total memory constraint, unactivated MoE params are dead weight

TimDarcet · x · 2026-10-21

The author argues that under a total memory budget, MoE parameters that stay unactivated are pure dead weight on VRAM. Implication: for the best intelligence per GB, you might as well go dense. He also praises the Llama 4 tokenizer for just working without headaches.

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