Daniël de Kok

danieldk

42 15 25

https://danieldk.eu/

AI & ML interests

Fast, low-level ML code, model implementation

Recent Activity

posted an update 1 day ago

We have recently added Torch Stable ABI support to kernels and kernel-builder. This allows kernel developers to target a particular Torch version and the kernel will be supported on that Torch version and later Torch versions (up to ~2 years). This makes it much easier to write kernels with long-term support and not just the last two Torch releases. We have also started rolling out Stable ABI support to kernels in kernels-community, starting with Flash Attention 3, supporting Torch 2.9 and later as well as CUDA versions starting at 12.6: https://huggingface.co/kernels/kernels-community/flash-attn3/tree/v1/build

updated a bucket 1 day ago

danieldk/pytorch-rc

upvoted an article 14 days ago

Intel XPU Kernel Skill: LLM-driven Triton kernel optimization for the Hugging Face Kernel Hub

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posted an update 1 day ago

Post

We have recently added Torch Stable ABI support to kernels and kernel-builder. This allows kernel developers to target a particular Torch version and the kernel will be supported on that Torch version and later Torch versions (up to ~2 years).

This makes it much easier to write kernels with long-term support and not just the last two Torch releases.

We have also started rolling out Stable ABI support to kernels in kernels-community, starting with Flash Attention 3, supporting Torch 2.9 and later as well as CUDA versions starting at 12.6:

https://huggingface.co/kernels/kernels-community/flash-attn3/tree/v1/build

1 reply

updated a bucket 1 day ago

danieldk/pytorch-rc

82.1 GB

upvoted an article 14 days ago

Article

Intel XPU Kernel Skill: LLM-driven Triton kernel optimization for the Hugging Face Kernel Hub

danf

•

15 days ago

• 11

upvoted a collection about 1 month ago

Mellum 2

Collection

Mellum2 model weights • 6 items • Updated about 1 month ago • 125

updated a model about 1 month ago

kernels-community/megablocks

Updated 27 days ago • 2.55k • 5

posted an update about 1 month ago

Post

255

Two large changes in kernel-builder this week:

kernel-builder now links libstdc++ dynamically. To support a wide range of systems, we build against libstdc++ from manylinux_2_28 (EL 8 and later).

Following our Torch support policy that the current and previous Torch versions are supported, Torch 2.10 support was removed. We will soon also support the Torch stable ABI, so that it is possible to write kernels that support a large number of Torch versions.