Request publishing access for Efficient-Large-Model/Sol-Attn

#24
by hp-l33 - opened

We are reopening this request with the corrected organization-owned publishing flow.

Ownership and provenance

The kernel implementation remains maintained under NVIDIA's NVlabs/Sana. The Kernel Builder source is owned by the Efficient-Large-Model Hub organization. No personal GitHub fork is involved, and no files or workflows are added to NVlabs/Sana.

Publishing flow

We use the official HF Jobs/Kernel Builder flow directly:

  1. Run the pinned Nix/Cachix image used by huggingface/kernel-builder-job.
  2. Clone the exact organization-owned Builder source commit above.
  3. Run kernel-builder check-config.
  4. Run kernel-builder build-and-upload --repo-id Efficient-Large-Model/Sol-Attn.

The Job namespace is explicitly Efficient-Large-Model, and HF_TOKEN is injected only as a Job secret.

Validation evidence

  • The packaged tree is verified against the pinned NVlabs/Sana commit: all 51 implementation files match, with only semantically equivalent package-relative internal imports in 17 Python files for Kernel Hub's version-isolated loader.
  • H100 full exact sink vs. PyTorch SDPA: max absolute error 0.001953125, cosine similarity 0.999997854.
  • H100 architecture-selected sparse CuTe path vs. the Triton Sol-Attn reference: max absolute error 0.0009765625, cosine similarity 1.0.

Platform access needed

Could you please enable kernel creation for the Efficient-Large-Model organization and help us run the publishing Job? The Hub currently rejects Job creation before scheduling with HTTP 402: Pre-paid credit balance is insufficient. No build Job was created and no compute was consumed.

hp-l33 changed discussion status to closed
hp-l33 changed discussion title from Request kernel publishing access for Efficient-Large-Model/Sol-Attn to [Withdrawn] Sol-Attn Kernel Hub publishing request
hp-l33 changed discussion title from [Withdrawn] Sol-Attn Kernel Hub publishing request to Request publishing access for Efficient-Large-Model/Sol-Attn
hp-l33 changed discussion status to open

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