Python · Apache-2.0
NVIDIA-NeMo/Curator
Scalable data pre processing and curation toolkit for LLMs
★ 1.9k
Stars
368 forks · 300 open issues
+2.4/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
39.0
Momentum / 100
see the breakdown below
2y ago
Created
last push 2d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 10.2 | +2.4/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 4.3 | last week ran 1.29× the monthly pace |
| Freshness | 15 | 15.0 | last push 2d ago; decays to zero at 180 days |
| Scale | 15 | 9.5 | 1.9k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 39.0 | sum of the above |
Detail
| Topics | datadata-curationdata-prepdata-preparationdata-processingdata-processing-pipelinesdata-qualitydatacurationdatarecipesdeduplicationfast-data-processingfine-tuninglarge-language-modelslarge-scale-data-processingllmllm-data-qualityllmappspythonsemantic-deduplication |
| Matched on | LLM & Inference (fine-tuning) |
| Short window | +17 stars over 7 days = 2.4/day |
| Long window | +49 stars over 26 days = 1.9/day |
| Lifetime average | 1.92 stars/day over 966 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |