Posterior Augmented Flow Matching
Paper • 2605.00825 • Published
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sayakpaul
authored 3
papers about 12 hours ago
[Kernels Request] What kernels would you like to see on the hub next?
9
#1 opened about 1 year ago
by 
reach-vb
sayakpaul
submitted a
paper to Daily Papers about 18 hours ago
Request Kernel Hub publish access for WaveCut/orbitquant-packed-matmul
21
#15 opened 2 days ago
by 
WaveCut
Consider Adding Push to Kernel Hub
1
#3 opened about 1 year ago
by 
Tonic
Request: kernel-creation access to publish star-tree-attention (from the Gemma challenge)
1
#9 opened 14 days ago
by 
kshitijthakkar
How to get access to publish kernels on kernel hub
2
#7 opened about 1 month ago
by 
chauhang
Requesting the Kernel Community for creating kernels
😎 1
1
#10 opened 12 days ago
by 
Onyxl
RDNA 4 Native HIP Kernels
1
#13 opened 8 days ago
by 
pat883
full loop quine
#14 opened 4 days ago
by 
xSoG
Is the community interested in Triton Kernels?
1
#11 opened 8 days ago
by 
jaygala223
Post
135
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
Post
262
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.
sayakpaul
authored 2
papers 4 months ago
sayakpaul
submitted a
paper to Daily Papers 4 months ago
sayakpaul
authored a
paper 5 months ago
Post
2842
kernels 0.12 is out! 🎉
Changes:
* Support for kernel version branches to gracefully roll out kernel API changes.
* Support for PyTorch 2.10.
* kernel-builder is now merged into the kernels repo.
* Initial support for standardized kernel benchmarks.
https://github.com/huggingface/kernels/releases/tag/v0.12.0
Changes:
* Support for kernel version branches to gracefully roll out kernel API changes.
* Support for PyTorch 2.10.
* kernel-builder is now merged into the kernels repo.
* Initial support for standardized kernel benchmarks.
https://github.com/huggingface/kernels/releases/tag/v0.12.0