MoonshotAI/FlashKDA
FlashKDA: high-performance Kimi Delta Attention kernels
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
Loading star history...
Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
The project lists 5 contributors on GitHub.
Use Cases & Benefits
- Implements high-performance Kimi Delta Attention kernels optimized for CUDA architectures SM90 and above.
- Delivers accelerated attention computations by leveraging CUTLASS and CUDA 12.9+, outperforming standard PyTorch implementations.
- Use for integrating efficient KDA kernels in PyTorch models requiring fast inference on NVIDIA GPUs.
- Use for research and development of novel attention mechanisms benefiting from custom CUDA kernel optimizations.
- Use for building scalable sequence models that demand low-latency and high-throughput attention operations on modern GPU hardware.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
Watch-outs
- No GitHub releases; pin a commit or tag instead of a release.
General guidance from repository metadata, not legal advice. How we score
From the README
FlashKDA: Flash Kimi Delta Attention — high-performance KDA kernels built on CUTLASS
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
+337 stars over 90 days across 8 snapshot days; best day +100 on Jul 30.
Forks
131+38
Open issues
27+9
Compared with peers in Cuda
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| deepseek-ai/DeepEP | 10.4K | — | 35 | 416 days ago |
| deepseek-ai/DeepGEMM | 9.2K | — | 46 | 106 days ago |
| flashinfer-ai/flashinfer | 6.8K | — | 60 | 1 day ago |
| MoonshotAI/FlashKDA | 1.3K | — | 8 | — |
| Peer median | 9.2K | — | 46 | — |
Also by MoonshotAI
Other repositories from this maintainer that GStars tracks
Discover Repositories
Search across tracked repositories by name or description