Dataset Viewer

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Check out the documentation for more information.

ZeroGPU Blackwell (sm_120) wheels

CUDA-extension wheels built for Blackwell (sm_120). PyPI doesn't currently publish sm_120 wheels for most of these libs, and ZeroGPU Spaces can't compile at boot, so Spaces should pin URLs from this dataset directly in requirements.txt.

Usage

URL template:

https://huggingface.co/datasets/multimodalart/zerogpu-blackwell-wheels/resolve/main/wheels/<TAG>/<wheel-filename>

Example, for a Space on torch 2.12 / cu130 / py3.13 that needs xformers:

https://huggingface.co/datasets/multimodalart/zerogpu-blackwell-wheels/resolve/main/wheels/pt212-cu130-cp313/xformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl

Build matrix

Legend: ✅ wheel present · ❌ build failed (see <lib>.log in the cell folder) · — combo skipped (PyTorch doesn't publish torch+cu wheels for it)

tag torchmcubes nvdiffrast diff_gaussian_rasterization xformers pytorch3d flash_attn 2.8.3 flash_attn 2.7.4.post1
pt212-cu130-cp313
pt28-cu128-cp310
pt212-cu130-cp312
pt212-cu130-cp310
pt211-cu130-cp313
pt211-cu130-cp312
pt210-cu130-cp312
pt210-cu128-cp310
pt291-cu128-cp310
pt28-cu128-cp311
pt28-cu128-cp312
pt212-cu130-cp311

Per-cell wheel filenames

pt212-cu130-cp313

  • torchmcubestorchmcubes-0.1.0-cp313-cp313-linux_x86_64.whl
  • nvdiffrastnvdiffrast-0.4.0-cp313-cp313-linux_x86_64.whl
  • diff_gaussian_rasterizationdiff_gaussian_rasterization-0.0.0-cp313-cp313-linux_x86_64.whl
  • xformersxformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
  • pytorch3dpytorch3d-0.7.9-cp313-cp313-linux_x86_64.whl
  • flash_attn 2.8.3flash_attn-2.8.3-cp313-cp313-linux_x86_64.whl
  • flash_attn 2.7.4.post1flash_attn-2.7.4.post1-cp313-cp313-linux_x86_64.whl

pt28-cu128-cp310

  • torchmcubestorchmcubes-0.1.0-cp310-cp310-linux_x86_64.whl
  • nvdiffrastnvdiffrast-0.4.0-cp310-cp310-linux_x86_64.whl
  • diff_gaussian_rasterizationdiff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
  • xformersxformers-0.0.34+41531cee.d20260528-cp39-abi3-linux_x86_64.whl
  • pytorch3dpytorch3d-0.7.9-cp310-cp310-linux_x86_64.whl
  • flash_attn 2.8.3flash_attn-2.8.3-cp310-cp310-linux_x86_64.whl
  • flash_attn 2.7.4.post1flash_attn-2.7.4.post1-cp310-cp310-linux_x86_64.whl

pt212-cu130-cp312

  • torchmcubestorchmcubes-0.1.0-cp312-cp312-linux_x86_64.whl
  • nvdiffrastnvdiffrast-0.4.0-cp312-cp312-linux_x86_64.whl
  • diff_gaussian_rasterizationdiff_gaussian_rasterization-0.0.0-cp312-cp312-linux_x86_64.whl
  • xformersxformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
  • pytorch3dpytorch3d-0.7.9-cp312-cp312-linux_x86_64.whl
  • flash_attn 2.8.3flash_attn-2.8.3-cp312-cp312-linux_x86_64.whl
  • flash_attn 2.7.4.post1flash_attn-2.7.4.post1-cp312-cp312-linux_x86_64.whl

pt212-cu130-cp310

  • torchmcubestorchmcubes-0.1.0-cp310-cp310-linux_x86_64.whl
  • nvdiffrastnvdiffrast-0.4.0-cp310-cp310-linux_x86_64.whl
  • diff_gaussian_rasterizationdiff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
  • xformersxformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
  • pytorch3dpytorch3d-0.7.9-cp310-cp310-linux_x86_64.whl
  • flash_attn 2.8.3flash_attn-2.8.3-cp310-cp310-linux_x86_64.whl
  • flash_attn 2.7.4.post1flash_attn-2.7.4.post1-cp310-cp310-linux_x86_64.whl

pt211-cu130-cp313

  • torchmcubestorchmcubes-0.1.0-cp313-cp313-linux_x86_64.whl
  • nvdiffrastnvdiffrast-0.4.0-cp313-cp313-linux_x86_64.whl
  • diff_gaussian_rasterizationdiff_gaussian_rasterization-0.0.0-cp313-cp313-linux_x86_64.whl
  • xformersxformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
  • pytorch3dpytorch3d-0.7.9-cp313-cp313-linux_x86_64.whl
  • flash_attn 2.8.3flash_attn-2.8.3-cp313-cp313-linux_x86_64.whl
  • flash_attn 2.7.4.post1flash_attn-2.7.4.post1-cp313-cp313-linux_x86_64.whl

pt211-cu130-cp312

  • torchmcubestorchmcubes-0.1.0-cp312-cp312-linux_x86_64.whl
  • nvdiffrastnvdiffrast-0.4.0-cp312-cp312-linux_x86_64.whl
  • diff_gaussian_rasterizationdiff_gaussian_rasterization-0.0.0-cp312-cp312-linux_x86_64.whl
  • xformersxformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
  • pytorch3dpytorch3d-0.7.9-cp312-cp312-linux_x86_64.whl
  • flash_attn 2.8.3flash_attn-2.8.3-cp312-cp312-linux_x86_64.whl
  • flash_attn 2.7.4.post1flash_attn-2.7.4.post1-cp312-cp312-linux_x86_64.whl

pt210-cu130-cp312

  • torchmcubestorchmcubes-0.1.0-cp312-cp312-linux_x86_64.whl
  • nvdiffrastnvdiffrast-0.4.0-cp312-cp312-linux_x86_64.whl
  • diff_gaussian_rasterizationdiff_gaussian_rasterization-0.0.0-cp312-cp312-linux_x86_64.whl
  • xformersxformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
  • pytorch3dpytorch3d-0.7.9-cp312-cp312-linux_x86_64.whl
  • flash_attn 2.8.3flash_attn-2.8.3-cp312-cp312-linux_x86_64.whl
  • flash_attn 2.7.4.post1flash_attn-2.7.4.post1-cp312-cp312-linux_x86_64.whl

pt210-cu128-cp310

  • torchmcubestorchmcubes-0.1.0-cp310-cp310-linux_x86_64.whl
  • nvdiffrastnvdiffrast-0.4.0-cp310-cp310-linux_x86_64.whl
  • diff_gaussian_rasterizationdiff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
  • xformersxformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
  • pytorch3dpytorch3d-0.7.9-cp310-cp310-linux_x86_64.whl
  • flash_attn 2.8.3flash_attn-2.8.3-cp310-cp310-linux_x86_64.whl
  • flash_attn 2.7.4.post1flash_attn-2.7.4.post1-cp310-cp310-linux_x86_64.whl

pt291-cu128-cp310

  • torchmcubestorchmcubes-0.1.0-cp310-cp310-linux_x86_64.whl
  • nvdiffrastnvdiffrast-0.4.0-cp310-cp310-linux_x86_64.whl
  • diff_gaussian_rasterizationdiff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
  • xformersxformers-0.0.34+41531cee.d20260528-cp39-abi3-linux_x86_64.whl
  • pytorch3dpytorch3d-0.7.9-cp310-cp310-linux_x86_64.whl
  • flash_attn 2.8.3flash_attn-2.8.3-cp310-cp310-linux_x86_64.whl
  • flash_attn 2.7.4.post1flash_attn-2.7.4.post1-cp310-cp310-linux_x86_64.whl

pt28-cu128-cp311

  • torchmcubestorchmcubes-0.1.0-cp311-cp311-linux_x86_64.whl
  • nvdiffrastnvdiffrast-0.4.0-cp311-cp311-linux_x86_64.whl
  • diff_gaussian_rasterizationdiff_gaussian_rasterization-0.0.0-cp311-cp311-linux_x86_64.whl
  • xformersxformers-0.0.34+41531cee.d20260528-cp39-abi3-linux_x86_64.whl
  • pytorch3dpytorch3d-0.7.9-cp311-cp311-linux_x86_64.whl
  • flash_attn 2.8.3flash_attn-2.8.3-cp311-cp311-linux_x86_64.whl
  • flash_attn 2.7.4.post1flash_attn-2.7.4.post1-cp311-cp311-linux_x86_64.whl

pt28-cu128-cp312

  • torchmcubestorchmcubes-0.1.0-cp312-cp312-linux_x86_64.whl
  • nvdiffrastnvdiffrast-0.4.0-cp312-cp312-linux_x86_64.whl
  • diff_gaussian_rasterizationdiff_gaussian_rasterization-0.0.0-cp312-cp312-linux_x86_64.whl
  • xformersxformers-0.0.34+41531cee.d20260528-cp39-abi3-linux_x86_64.whl
  • pytorch3dpytorch3d-0.7.9-cp312-cp312-linux_x86_64.whl
  • flash_attn 2.8.3flash_attn-2.8.3-cp312-cp312-linux_x86_64.whl
  • flash_attn 2.7.4.post1flash_attn-2.7.4.post1-cp312-cp312-linux_x86_64.whl

pt212-cu130-cp311

  • torchmcubestorchmcubes-0.1.0-cp311-cp311-linux_x86_64.whl
  • nvdiffrastnvdiffrast-0.4.0-cp311-cp311-linux_x86_64.whl
  • diff_gaussian_rasterizationdiff_gaussian_rasterization-0.0.0-cp311-cp311-linux_x86_64.whl
  • xformersxformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
  • pytorch3dpytorch3d-0.7.9-cp311-cp311-linux_x86_64.whl
  • flash_attn 2.8.3flash_attn-2.8.3-cp311-cp311-linux_x86_64.whl
  • flash_attn 2.7.4.post1flash_attn-2.7.4.post1-cp311-cp311-linux_x86_64.whl

Notes

  • flash-attn: every cell ships both 2.8.3 and 2.7.4.post1. Compiled with FLASH_ATTN_CUDA_ARCHS=120 to skip the four unused sm arches and cut build time ~5×.
  • xformers: pinned to v0.0.34 for torch ≥ 2.10 (the stable-ABI cells), falls back to v0.0.33.post2 for torch 2.8/2.9 (which lack torch/csrc/stable/*.h). Master is broken on the OSS path — commit c04f47b6 gates memory_efficient_attention behind a Meta-internal mslk package that's not on PyPI.
  • torchmcubes uses the scikit-build-core backend; the build venv has pip bootstrapped via uv so the backend resolves properly.
  • Cells skipped (pt212-cu128-cp310, pt211-cu128-cp310): the upstream PyTorch index doesn't publish cu128 wheels for torch 2.11/2.12 — only 2.8–2.10. The spec lists them, but the wheel index returns no candidates.
  • Each cell folder also contains <lib>.log files (full build output) and <lib>.ref files (the git tag the source was on for that build) so you can audit how each wheel was produced.

CSV appendix

tag,lib,status,wheel_filename
pt212-cu130-cp313,torchmcubes,ok,torchmcubes-0.1.0-cp313-cp313-linux_x86_64.whl
pt212-cu130-cp313,nvdiffrast,ok,nvdiffrast-0.4.0-cp313-cp313-linux_x86_64.whl
pt212-cu130-cp313,diff_gaussian_rasterization,ok,diff_gaussian_rasterization-0.0.0-cp313-cp313-linux_x86_64.whl
pt212-cu130-cp313,xformers,ok,xformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
pt212-cu130-cp313,pytorch3d,ok,pytorch3d-0.7.9-cp313-cp313-linux_x86_64.whl
pt212-cu130-cp313,flash_attn_283,ok,flash_attn-2.8.3-cp313-cp313-linux_x86_64.whl
pt212-cu130-cp313,flash_attn_274,ok,flash_attn-2.7.4.post1-cp313-cp313-linux_x86_64.whl
pt28-cu128-cp310,torchmcubes,ok,torchmcubes-0.1.0-cp310-cp310-linux_x86_64.whl
pt28-cu128-cp310,nvdiffrast,ok,nvdiffrast-0.4.0-cp310-cp310-linux_x86_64.whl
pt28-cu128-cp310,diff_gaussian_rasterization,ok,diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
pt28-cu128-cp310,xformers,ok,xformers-0.0.34+41531cee.d20260528-cp39-abi3-linux_x86_64.whl
pt28-cu128-cp310,pytorch3d,ok,pytorch3d-0.7.9-cp310-cp310-linux_x86_64.whl
pt28-cu128-cp310,flash_attn_283,ok,flash_attn-2.8.3-cp310-cp310-linux_x86_64.whl
pt28-cu128-cp310,flash_attn_274,ok,flash_attn-2.7.4.post1-cp310-cp310-linux_x86_64.whl
pt212-cu130-cp312,torchmcubes,ok,torchmcubes-0.1.0-cp312-cp312-linux_x86_64.whl
pt212-cu130-cp312,nvdiffrast,ok,nvdiffrast-0.4.0-cp312-cp312-linux_x86_64.whl
pt212-cu130-cp312,diff_gaussian_rasterization,ok,diff_gaussian_rasterization-0.0.0-cp312-cp312-linux_x86_64.whl
pt212-cu130-cp312,xformers,ok,xformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
pt212-cu130-cp312,pytorch3d,ok,pytorch3d-0.7.9-cp312-cp312-linux_x86_64.whl
pt212-cu130-cp312,flash_attn_283,ok,flash_attn-2.8.3-cp312-cp312-linux_x86_64.whl
pt212-cu130-cp312,flash_attn_274,ok,flash_attn-2.7.4.post1-cp312-cp312-linux_x86_64.whl
pt212-cu130-cp310,torchmcubes,ok,torchmcubes-0.1.0-cp310-cp310-linux_x86_64.whl
pt212-cu130-cp310,nvdiffrast,ok,nvdiffrast-0.4.0-cp310-cp310-linux_x86_64.whl
pt212-cu130-cp310,diff_gaussian_rasterization,ok,diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
pt212-cu130-cp310,xformers,ok,xformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
pt212-cu130-cp310,pytorch3d,ok,pytorch3d-0.7.9-cp310-cp310-linux_x86_64.whl
pt212-cu130-cp310,flash_attn_283,ok,flash_attn-2.8.3-cp310-cp310-linux_x86_64.whl
pt212-cu130-cp310,flash_attn_274,ok,flash_attn-2.7.4.post1-cp310-cp310-linux_x86_64.whl
pt211-cu130-cp313,torchmcubes,ok,torchmcubes-0.1.0-cp313-cp313-linux_x86_64.whl
pt211-cu130-cp313,nvdiffrast,ok,nvdiffrast-0.4.0-cp313-cp313-linux_x86_64.whl
pt211-cu130-cp313,diff_gaussian_rasterization,ok,diff_gaussian_rasterization-0.0.0-cp313-cp313-linux_x86_64.whl
pt211-cu130-cp313,xformers,ok,xformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
pt211-cu130-cp313,pytorch3d,ok,pytorch3d-0.7.9-cp313-cp313-linux_x86_64.whl
pt211-cu130-cp313,flash_attn_283,ok,flash_attn-2.8.3-cp313-cp313-linux_x86_64.whl
pt211-cu130-cp313,flash_attn_274,ok,flash_attn-2.7.4.post1-cp313-cp313-linux_x86_64.whl
pt211-cu130-cp312,torchmcubes,ok,torchmcubes-0.1.0-cp312-cp312-linux_x86_64.whl
pt211-cu130-cp312,nvdiffrast,ok,nvdiffrast-0.4.0-cp312-cp312-linux_x86_64.whl
pt211-cu130-cp312,diff_gaussian_rasterization,ok,diff_gaussian_rasterization-0.0.0-cp312-cp312-linux_x86_64.whl
pt211-cu130-cp312,xformers,ok,xformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
pt211-cu130-cp312,pytorch3d,ok,pytorch3d-0.7.9-cp312-cp312-linux_x86_64.whl
pt211-cu130-cp312,flash_attn_283,ok,flash_attn-2.8.3-cp312-cp312-linux_x86_64.whl
pt211-cu130-cp312,flash_attn_274,ok,flash_attn-2.7.4.post1-cp312-cp312-linux_x86_64.whl
pt210-cu130-cp312,torchmcubes,ok,torchmcubes-0.1.0-cp312-cp312-linux_x86_64.whl
pt210-cu130-cp312,nvdiffrast,ok,nvdiffrast-0.4.0-cp312-cp312-linux_x86_64.whl
pt210-cu130-cp312,diff_gaussian_rasterization,ok,diff_gaussian_rasterization-0.0.0-cp312-cp312-linux_x86_64.whl
pt210-cu130-cp312,xformers,ok,xformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
pt210-cu130-cp312,pytorch3d,ok,pytorch3d-0.7.9-cp312-cp312-linux_x86_64.whl
pt210-cu130-cp312,flash_attn_283,ok,flash_attn-2.8.3-cp312-cp312-linux_x86_64.whl
pt210-cu130-cp312,flash_attn_274,ok,flash_attn-2.7.4.post1-cp312-cp312-linux_x86_64.whl
pt210-cu128-cp310,torchmcubes,ok,torchmcubes-0.1.0-cp310-cp310-linux_x86_64.whl
pt210-cu128-cp310,nvdiffrast,ok,nvdiffrast-0.4.0-cp310-cp310-linux_x86_64.whl
pt210-cu128-cp310,diff_gaussian_rasterization,ok,diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
pt210-cu128-cp310,xformers,ok,xformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
pt210-cu128-cp310,pytorch3d,ok,pytorch3d-0.7.9-cp310-cp310-linux_x86_64.whl
pt210-cu128-cp310,flash_attn_283,ok,flash_attn-2.8.3-cp310-cp310-linux_x86_64.whl
pt210-cu128-cp310,flash_attn_274,ok,flash_attn-2.7.4.post1-cp310-cp310-linux_x86_64.whl
pt291-cu128-cp310,torchmcubes,ok,torchmcubes-0.1.0-cp310-cp310-linux_x86_64.whl
pt291-cu128-cp310,nvdiffrast,ok,nvdiffrast-0.4.0-cp310-cp310-linux_x86_64.whl
pt291-cu128-cp310,diff_gaussian_rasterization,ok,diff_gaussian_rasterization-0.0.0-cp310-cp310-linux_x86_64.whl
pt291-cu128-cp310,xformers,ok,xformers-0.0.34+41531cee.d20260528-cp39-abi3-linux_x86_64.whl
pt291-cu128-cp310,pytorch3d,ok,pytorch3d-0.7.9-cp310-cp310-linux_x86_64.whl
pt291-cu128-cp310,flash_attn_283,ok,flash_attn-2.8.3-cp310-cp310-linux_x86_64.whl
pt291-cu128-cp310,flash_attn_274,ok,flash_attn-2.7.4.post1-cp310-cp310-linux_x86_64.whl
pt28-cu128-cp311,torchmcubes,ok,torchmcubes-0.1.0-cp311-cp311-linux_x86_64.whl
pt28-cu128-cp311,nvdiffrast,ok,nvdiffrast-0.4.0-cp311-cp311-linux_x86_64.whl
pt28-cu128-cp311,diff_gaussian_rasterization,ok,diff_gaussian_rasterization-0.0.0-cp311-cp311-linux_x86_64.whl
pt28-cu128-cp311,xformers,ok,xformers-0.0.34+41531cee.d20260528-cp39-abi3-linux_x86_64.whl
pt28-cu128-cp311,pytorch3d,ok,pytorch3d-0.7.9-cp311-cp311-linux_x86_64.whl
pt28-cu128-cp311,flash_attn_283,ok,flash_attn-2.8.3-cp311-cp311-linux_x86_64.whl
pt28-cu128-cp311,flash_attn_274,ok,flash_attn-2.7.4.post1-cp311-cp311-linux_x86_64.whl
pt28-cu128-cp312,torchmcubes,ok,torchmcubes-0.1.0-cp312-cp312-linux_x86_64.whl
pt28-cu128-cp312,nvdiffrast,ok,nvdiffrast-0.4.0-cp312-cp312-linux_x86_64.whl
pt28-cu128-cp312,diff_gaussian_rasterization,ok,diff_gaussian_rasterization-0.0.0-cp312-cp312-linux_x86_64.whl
pt28-cu128-cp312,xformers,ok,xformers-0.0.34+41531cee.d20260528-cp39-abi3-linux_x86_64.whl
pt28-cu128-cp312,pytorch3d,ok,pytorch3d-0.7.9-cp312-cp312-linux_x86_64.whl
pt28-cu128-cp312,flash_attn_283,ok,flash_attn-2.8.3-cp312-cp312-linux_x86_64.whl
pt28-cu128-cp312,flash_attn_274,ok,flash_attn-2.7.4.post1-cp312-cp312-linux_x86_64.whl
pt212-cu130-cp311,torchmcubes,ok,torchmcubes-0.1.0-cp311-cp311-linux_x86_64.whl
pt212-cu130-cp311,nvdiffrast,ok,nvdiffrast-0.4.0-cp311-cp311-linux_x86_64.whl
pt212-cu130-cp311,diff_gaussian_rasterization,ok,diff_gaussian_rasterization-0.0.0-cp311-cp311-linux_x86_64.whl
pt212-cu130-cp311,xformers,ok,xformers-0.0.34+3da0fc92.d20260528-cp39-abi3-linux_x86_64.whl
pt212-cu130-cp311,pytorch3d,ok,pytorch3d-0.7.9-cp311-cp311-linux_x86_64.whl
pt212-cu130-cp311,flash_attn_283,ok,flash_attn-2.8.3-cp311-cp311-linux_x86_64.whl
pt212-cu130-cp311,flash_attn_274,ok,flash_attn-2.7.4.post1-cp311-cp311-linux_x86_64.whl
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