PEFT

State-of-the-art parameter-efficient fine-tuning: LoRA, Prefix Tuning, and more.

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Python

Get the code

# Clone the repository
git clone https://github.com/huggingface/peft

What is PEFT?

State-of-the-art parameter-efficient fine-tuning: LoRA, Prefix Tuning, and more.

Is PEFT safe to use?

PEFT is an open-source project by huggingface on GitHub. Review the source code and license before using it in production.

How do I get started with PEFT?

git clone https://github.com/huggingface/peft

What language is PEFT written in?

openSource.faqWhatLanguageAnswer

Fine-tune and run LLMs and diffusion models 2x faster with far less memory.

Unified efficient fine-tuning of 100+ LLMs and VLMs with a no-code web UI.

Deep learning optimization library that makes distributed training and inference easy and efficient.