PEFT
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
PEFT scores 7.5/10 (Strong) in Fine-Tuning.
Language Python License Apache-2.0 Stars 21.4k★ Type library Self-host Yes Repo huggingface/peft Homepage https://huggingface.co/docs/peft
Quality
Strong 7.5
Adoption 58
Activity 82
Maturity 99
Community 60
Capability 50
Show the math
Overall 7.5/10
value = 7.5/10
score = value
Adoption 6.2/10
value = 58.2/100
score = 1 + 9 * value / 100
Activity 8.4/10
value = 81.8/100
score = 1 + 9 * value / 100
Maturity 9.9/10
value = 98.6/100
score = 1 + 9 * value / 100
Community 6.4/10
value = 59.8/100
score = 1 + 9 * value / 100
Capability 5.5/10
value = 50/100
score = 1 + 9 * value / 100
Key metrics
21.4k★ GitHub stars
138/90d Recent commits
38 devs/90d Recent contributors
3.6y Project age
active Last commit
Gotchas
No gotchas documented yet. Contribute one if you know a constraint we missed.
Labels
- Self-hosted
Self-hosted
You deploy and operate it yourself; there is no hosted option here.
peft lora adapters transformers fine-tuning