Python · Apache-2.0
huggingface/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
★ 21.9k
Stars
2.6k forks · 108 open issues
+2.6/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
38.1
Momentum / 100
see the breakdown below
3y ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 10.6 | +2.6/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.71× the monthly pace |
| Freshness | 15 | 15.0 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 12.6 | 21.9k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 38.1 | sum of the above |
Detail
| Topics | adapterdiffusionfine-tuningllmloraparameter-efficient-learningpeftpythonpytorchtransformers |
| Matched on | LLM & Inference (fine-tuning) |
| Short window | +18 stars over 7 days = 2.6/day |
| Long window | +94 stars over 26 days = 3.6/day |
| Lifetime average | 15.18 stars/day over 1,441 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |