Dao-AILab/quack
A Quirky Assortment of CuTe Kernels
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
Ranks #476 of 2,845 repositories GStars tracks this week (top 17%).
4 releases in the last 90 days, the latest 35 days ago, with 41 contributors on GitHub.
Gained 9% fewer stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Provides a collection of high-performance GPU kernels implemented in CuTe-DSL for deep learning operations.
- Enables memory-bound kernel execution at near hardware speed directly from Python, leveraging NVIDIA H100 or B200 GPUs.
- Use for accelerating RMSNorm, Softmax, and Cross Entropy computations in custom deep learning models on CUDA 12.9+ environments.
- Use for integrating Hopper and Blackwell GEMM kernels with epilogues to optimize matrix multiplications in neural network training.
- Use for developing and benchmarking memory-bound GPU kernels with a Python interface for rapid experimentation and performance tuning.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
Kernels are written in the CuTe-DSL.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
164+20
Open issues
52+20
Compared with peers in Backend
Fastest-growing repositories GStars tracks in this cohort for the week of Oct 11, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| NationalSecurityAgency/ghidra | 94.0K | +7.5K | 75 | 2 days ago |
| DuarteSantos8/openGym | 15.5K | +4.4K | 75 | 1 day ago |
| K-Dense-AI/scientific-agent-skills | 54.2K | +3.2K | 75 | 22 days ago |
| 666ghj/MiroFish | 80.7K | +2.4K | 23 | 226 days ago |
| anthropics/claude-plugins-official | 44.4K | +2.3K | 75 | — |
| Dao-AILab/quack | 1.2K | +0 | 75 | 35 days ago |
| Category median | 54.2K | +3.2K | 75 | — |
Also by Dao-AILab
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