peftEasy Examples

Parameter-Efficient Fine-Tuning (LoRA, prefix tuning, adapters)

Getting started with peft

Installation and basic usage of peft.

python
# Install: pip install peft
import peft

# Basic peft usage
print(f"Using peft")
# See documentation for detailed examples
Expected Output
# Expected output shown below
# (Run locally with: peft)

peft is a third-party package. Parameter-Efficient Fine-Tuning (LoRA, prefix tuning, adapters). Install with: pip install peft

Common peft operations

Frequently used features of peft.

python
# Install: pip install peft
import peft

# Common peft patterns
print(f"peft version: {peft.__version__}")

These are the most commonly used features of peft in everyday development.

Want to try these examples interactively?

Open Easy Playground