Python · Apache-2.0
nolabs-ai/deepfabric
Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline
★ 893
Stars
84 forks · 24 open issues
+2.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
31.8
Momentum / 100
see the breakdown below
2y ago
Created
last push 16d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 2.1 | +2.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 7.3 | last week ran 1.49× the monthly pace |
| Freshness | 15 | 13.9 | last push 16d ago; decays to zero at 180 days |
| Scale | 15 | 8.6 | 893 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 31.8 | sum of the above |
Detail
| Topics | agentsaidata-sciencedatasetdistillationevaluationfine-tuninghuggingfacehuggingface-datasetsmachine-learningopenopen-sourcepythonsourcesyntheticsynthetic-dataunsloth |
| Matched on | LLM & Inference (fine-tuning) |
| Short window | +2 stars over 7 days = 0.3/day |
| Long window | +5 stars over 26 days = 0.2/day |
| Lifetime average | 1.21 stars/day over 741 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |