danieldk/pytorch-rc
99.5 GB
Daniël de Kok
danieldk
AI & ML interests
Fast, low-level ML code, model implementation
Recent Activity
updated a bucket 3 days ago
danieldk/pytorch-rc upvoted an article 3 days ago
🤗 Kernels: Major Updates published an article 4 days ago
🤗 Kernels: Major UpdatesOrganizations
updated a
bucket 3 days ago
upvoted an article 3 days ago
Article
🤗 Kernels: Major Updates
- +1
sayakpaul, danieldk, drbh
• • 24 published an article 4 days ago
Article
🤗 Kernels: Major Updates
- +1
sayakpaul, danieldk, drbh
• • 24 posted an update 9 days ago
Post
129
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
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
upvoted an article 22 days ago
Article
Intel XPU Kernel Skill: LLM-driven Triton kernel optimization for the Hugging Face Kernel Hub
danf
• • 11 upvoted a collection about 1 month ago
updated a
model about 2 months ago
posted an update about 2 months ago
Post
261
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.
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.
updated a
bucket 2 months ago
Migrating to new kernel repo type
2
#3 opened 2 months ago
by 
drbh
Migrating to new kernel repo type
1
#1 opened 2 months ago
by drbh
Migrating to new kernel repo type
1
#1 opened 2 months ago
by drbh
Migrating to new kernel repo type
1
#2 opened 2 months ago
by drbh
Migrating to new kernel repo type
1
#1 opened 2 months ago
by drbh
Migrating to new kernel repo type
1
#9 opened 2 months ago
by drbh
Migrating to new kernel repo type
1
#5 opened 2 months ago
by drbh
updated a
model 2 months ago
published a
bucket 3 months ago
Add selective_scan_cuda binary for Torch 2.6, CUDA 12.4
2
#1 opened 3 months ago
by 
RhodWeo