Python · Apache-2.0
StartLuxLabs/StartLux-Decision
Open decision models from 0.8B to 27B: a calibrated probability for every option in one pass, and a short thought only when unsure. Engine for vLLM, llama.cpp and MLX.
★ 1.6k
Stars
159 forks · 11 open issues
+5.1/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
38.3
Momentum / 100
see the breakdown below
39d ago
Created
last push 16d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 15.1 | +5.1/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.09× the monthly pace |
| Freshness | 15 | 13.9 | last push 16d ago; decays to zero at 180 days |
| Scale | 15 | 9.3 | 1.6k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 38.3 | sum of the above |
Detail
| Topics | agentscalibrationclassificationdecision-makingggufinferencellama-cppllmmlxopen-weightsreasoningvllm |
| Matched on | LLM & Inference (llm) |
| Short window | +36 stars over 7 days = 5.1/day |
| Long window | +1.2k stars over 22 days = 56.5/day |
| Lifetime average | 44.53 stars/day over 37 days |
| First seen here | 2026-10-14 |
| Last read | 2d ago |