MA
AGI-Arena/MARS
The official implementation of MARS: Unleashing the Power of Variance Reduction for Training Large Models
717 49 -1/wk
GitHub
fine-tuning large-language-models optimization-algorithms optimizer pretraining
Trend
0
Star & Fork Trend (19 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
AGI-Arena/MARS has -1 stars this period . 7-day velocity: -0.1%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | MARS | SqueezeLLM | autocontext | InstructIR |
|---|---|---|---|---|
| Stars | 717 | 717 | 716 | 718 |
| Forks | 49 | 50 | 51 | 45 |
| Weekly Growth | -1 | +0 | +10 | +0 |
| Language | Python | Python | Python | Jupyter Notebook |
| Sources | 1 | 1 | 1 | 1 |
| License | Apache-2.0 | MIT | Apache-2.0 | MIT |
Capability Radar vs SqueezeLLM
MARS
SqueezeLLM
Maintenance Activity 96
Last code push 14 days ago.
Community Engagement 34
Fork-to-star ratio: 6.8%. 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 Apache-2.0. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.