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deepspeedai/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
42.0k 4.8k +9/wk
GitHub PyPI 2-source
billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters
Trend
3
Star & Fork Trend (45 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
deepspeedai/DeepSpeed has +9 stars this period , with cross-source activity across 2 platforms (github, pypi). 7-day velocity: 0.1%.
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| Metric | DeepSpeed | ray | ailearning | gradio |
|---|---|---|---|---|
| Stars | 42.0k | 42.0k | 42.2k | 42.3k |
| Forks | 4.8k | 7.4k | 11.6k | 3.4k |
| Weekly Growth | +9 | +21 | +10 | +0 |
| Language | Python | Python | Python | Python |
| Sources | 2 | 2 | 2 | 2 |
| License | Apache-2.0 | Apache-2.0 | NOASSERTION | Apache-2.0 |
Capability Radar vs ray
DeepSpeed
ray
Maintenance Activity 100
Last code push 0 days ago.
Community Engagement 57
Fork-to-star ratio: 11.4%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 41
+9 stars this period — 0.02% growth rate.
License Clarity 95
Licensed under Apache-2.0. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.