# peft

Canonical URL: https://doramagic.ai/en/projects/peft/

Source repository: https://github.com/huggingface/peft

## What it is

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

## Capability boundary

prompt, recipe, host_instruction, eval, preflight

## First safe verification

Verify the smallest path in an isolated environment and keep a rollback path.

## Main risk

May increase setup, validation, or first-run risk for the user.

## Evidence base

https://github.com/huggingface/peft, https://github.com/huggingface/peft#readme, Human Manual, Pitfall Log