SO
Liuhong99/Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
992 57 +0/wk
GitHub
deep-learning large-language-models optimizer
Trend
3
Star & Fork Trend (26 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
Liuhong99/Sophia has +0 stars this period . 7-day velocity: 0.1%.
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Signal-backed technical analysis will be available soon.
| Metric | Sophia | Facial-Similarity-with-Siamese-Networks-in-Pytorch | autogen-ui | pytorch-gradual-warmup-lr |
|---|---|---|---|---|
| Stars | 992 | 992 | 991 | 991 |
| Forks | 57 | 274 | 138 | 126 |
| Weekly Growth | +0 | +0 | +0 | +0 |
| Language | Python | Jupyter Notebook | TypeScript | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | MIT | MIT | MIT | MIT |
Capability Radar vs Facial-Similarity-with-Siamese-Networks-in-Pytorch
Sophia
Facial-Similarity-with-Siamese-Networks-in-Pytorch
Maintenance Activity 0
Last code push 800 days ago.
Community Engagement 29
Fork-to-star ratio: 5.7%. Lower fork ratio may indicate passive usage.
Issue Burden 70
Issue data not yet available.
Growth Momentum 30
No measurable growth in the current period (first-day cold start expected).
License Clarity 95
Licensed under MIT. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.