C++ · Apache-2.0
invergent-ai/surogate
Train and serve LLMs at extreme speed and massive throughput.
★ 884
Stars
14 forks · 4 open issues
+3.6/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
51.2
Momentum / 100
see the breakdown below
10mo ago
Created
last push 2d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 12.6 | +3.6/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 15.0 | last week ran 3.10× the monthly pace |
| Freshness | 15 | 15.0 | last push 2d ago; decays to zero at 180 days |
| Scale | 15 | 8.5 | 884 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 51.2 | sum of the above |
Detail
| Topics | cudadeep-learningfine-tuninggenerative-aillamallmllmsnvidia-gpuqwensft |
| Matched on | LLM & Inference (fine-tuning) |
| Short window | +25 stars over 7 days = 3.6/day |
| Long window | +30 stars over 26 days = 1.2/day |
| Lifetime average | 2.88 stars/day over 307 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |