Python · Apache-2.0
AGI-Arena/MARS
The official implementation of MARS: Unleashing the Power of Variance Reduction for Training Large Models
★ 725
Stars
49 forks · 16 open issues
flat
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
8.3
Momentum / 100
see the breakdown below
24mo ago
Created
last push 7mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | flat, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 0.0 | last push 7mo ago; decays to zero at 180 days |
| Scale | 15 | 8.3 | 725 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 8.3 | sum of the above |
Detail
| Topics | fine-tuninglarge-language-modelsoptimization-algorithmsoptimizerpretraining |
| Matched on | LLM & Inference (fine-tuning) |
| Short window | +0 stars over 7 days = 0.0/day |
| Long window | +2 stars over 26 days = 0.1/day |
| Lifetime average | 1.01 stars/day over 718 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |