PE
huggingface/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
20.9k 2.2k +1/wk
GitHub HuggingFace PyPI 3-source
adapter diffusion fine-tuning llm lora parameter-efficient-learning peft python pytorch transformers
Trend
3
Star & Fork Trend (43 data points)
Stars
Forks
Multi-Source Signals
GitHub
stars 20.9k
forks 2.2k
PyPI
package peft
version 0.18.1
weekly Downloads 0
HuggingFace
models 18
downloads 60.8k
spaces 37
Growth Velocity
huggingface/peft has +1 stars this period , with cross-source activity across 3 platforms (github, huggingface, pypi). 7-day velocity: 0.0%.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | peft | Qwen | GenAI_Agents | skyvern |
|---|---|---|---|---|
| Stars | 20.9k | 20.9k | 21.1k | 21.1k |
| Forks | 2.2k | 1.8k | 3.5k | 1.9k |
| Weekly Growth | +1 | +8 | +22 | +3 |
| Language | Python | Python | Jupyter Notebook | Python |
| Sources | 3 | 2 | 2 | 2 |
| License | Apache-2.0 | Apache-2.0 | NOASSERTION | AGPL-3.0 |
Capability Radar vs Qwen
peft
Qwen
Maintenance Activity 100
Last code push 0 days ago.
Community Engagement 54
Fork-to-star ratio: 10.7%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 40
+1 stars this period — 0.00% growth rate.
License Clarity 95
Licensed under Apache-2.0. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.