PL
Lightning-AI/pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
31.0k 3.7k +6/wk
GitHub PyPI 2-source
ai artificial-intelligence data-science deep-learning machine-learning python pytorch
Trend
19
Star & Fork Trend (35 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
Lightning-AI/pytorch-lightning has +6 stars this period , with cross-source activity across 2 platforms (github, pypi). 7-day velocity: 0.0%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | pytorch-lightning | AI-Expert-Roadmap | ML-From-Scratch | DeepFaceLive |
|---|---|---|---|---|
| Stars | 31.0k | 30.9k | 31.2k | 30.7k |
| Forks | 3.7k | 2.6k | 5.2k | 1.2k |
| Weekly Growth | +6 | +2 | +5 | +1 |
| Language | Python | JavaScript | Python | Python |
| Sources | 2 | 1 | 1 | 1 |
| License | Apache-2.0 | MIT | MIT | GPL-3.0 |
Capability Radar vs AI-Expert-Roadmap
pytorch-lightning
AI-Expert-Roadmap
Maintenance Activity 100
Last code push 1 days ago.
Community Engagement 60
Fork-to-star ratio: 11.9%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 41
+6 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.