Expert Offload
MoE Offload on RTX 3090: The Curve Is Linear, Not a Cliff (2026)
Every offloaded layer on a 3090 costs about half a millisecond, with no knee anywhere in the curve. Firsthand sweep, the two rules it broke, and a new 26B MoE.
Every SSD-Streaming MoE Engine: What's Real, What's Dead
Eight engines that stream MoE experts from disk appeared in four months. Three have no license file at all. Here's the verified state of each.
Gemma 4 26B in 2GB RAM: The MoE Memory Ladder Explained
One model, three places its experts can live: VRAM, RAM, SSD. We measured the first two on Gemma 4. TurboFieldfare just added the third.