MoE Offloading Isn’t Always Faster: I Tested 5 Models on a 16GB GPU
This story is from 2026-10-30. It is preserved in the archive; the latest stories are on the live feed.
I do a lot of experimenting with local language models, and I just ended up going down a bit of a rabbit hole. It started when I came across an article about running larger Mixture-of-Experts (MoE) models on GPUs that don't have enough VRAM to hold the entire model. The idea was pretty simple. Inst…
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- 2026-10-30 14:04 · DEV Community — Machine Learning
MoE Offloading Isn’t Always Faster: I Tested 5 Models on a 16GB GPU