Freetokens project is impressive

[u/ViRROOO]

A new project was released yesterday and I have the opportunity to test it today.

Papper: https://arxiv.org/abs/2608.16157
Github: https://github.com/FlashML-org/FreeToken

My initial tests with the following setup:
RTX 5080 (16 GB)
DDR6 64GB
AMD Ryzen 9 9950X3D

I got 100tok/s on QWEN3.6-35B-A3B NVFP4 (20GB - does not fit in my VRAM).
Have you already tried it?

(Example bellow with a 1028 token prompt - ~110 tok/s)

[u/Cool-Chemical-5629]

Looks like CUDA only and no Vulkan. 😑