Python · MIT
datadreamer-dev/DataDreamer
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤
★ 1.1k
Stars
59 forks · 6 open issues
flat
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
8.8
Momentum / 100
see the breakdown below
3y ago
Created
last push 21mo 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 21mo ago; decays to zero at 180 days |
| Scale | 15 | 8.8 | 1.1k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 8.8 | sum of the above |
Detail
| Topics | alignmentdeep-learningfine-tuninggptinstruction-tuningllmllmopsllmsmachine-learningnatural-language-processingnlpnlp-libraryopenaipythonpytorchsynthetic-datasynthetic-dataset-generationtransformers |
| 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 | 0.90 stars/day over 1,252 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |