#diffusion
3 articles
- 2026-10-14
Diffusion Language Models Have a Cache Problem. That Is Finally Getting Interesting
Diffusion language models can generate text in parallel, but repeated denoising makes them slow. New cache-aware work makes the trade-off worth watching.
- 2026-10-12
Diffusion Language Models Have a Cache Problem. That Is Finally Getting Interesting
Diffusion language models can generate text in parallel, but repeated denoising makes them slow. New cache-aware work makes the trade-off worth watching.
- 2026-10-07
NVIDIA's Tri-Mode Model Doesn't Just Draft — It Switches Gears
NVIDIA's Nemotron-Labs-Diffusion unifies AR, diffusion, and self-speculation in one architecture. It can switch modes mid-generation. The paper claims 6× more tokens per forward than AR — but the real story is how tri-mode changes what hardware you need.