What do you mean by "relatively universal"? This is Cuda only [0] with a promise of a rocm backend eventually. There's only one project I'm aware of that seriously tries to address the Cuda issue in ml [1].
[0] https://github.com/HazyResearch/ThunderKittens?tab=readme-ov...