Rank #378 21,800 starsPython

peft

by huggingface (organization)

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. (description from the project’s GitHub page)

Repository facts

Stars: 21,800
Forks: 2,678
Open issues and pull requests: 121
Primary language: Python
License: Apache License 2.0 (Apache-2.0)
Owner: huggingface · Organization
Created: Nov 25, 2022
Last push: Oct 16, 2026

Topics

Rank #378 of 9,507 in AI on GitHub, by stars. Data from the GitHub API, fetched Oct 18, 2026; star counts change daily. Stars measure popularity, not quality or safety, and a listing is not an endorsement. How this list is made

Add this badge to your README

Ranked #378 in AI on GitHub Shows this repository’s rank in AI on GitHub and links back to this page. Ranks are by stars and change when the list is refreshed. The badge is not an endorsement or a rating. About the badges

Markdown (for a README)

[![Ranked #378 in AI on GitHub](https://unitedstatesofamericasuperintelligence.com/badges/github/huggingface--peft.svg)](https://unitedstatesofamericasuperintelligence.com/github/huggingface--peft/)

HTML

<a href="https://unitedstatesofamericasuperintelligence.com/github/huggingface--peft/"><img src="https://unitedstatesofamericasuperintelligence.com/badges/github/huggingface--peft.svg" alt="Ranked #378 in AI on GitHub" height="20"></a>

Projects that share this one’s GitHub topics.

Rank 2,899: stochasticai/xTuring
Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: ht…
2,674 starsPythonApache-2.0Last push Oct 18, 2026
Rank 890: MakazhanAlpamys/Soup
Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.
9,314 starsPythonApache-2.0Last push Oct 18, 2026
Rank 6,932: whitecircle/halo
Halo is an open-source framework built by White Circle for training large language and multimodal models
825 starsPythonOther licenseLast push Oct 15, 2026
Rank 7,129: DaoyuanLi2816/can-i-finetune-this
Single-GPU LLM fine-tuning preflight: memory estimates, runnable LoRA/QLoRA recipes, and local measurements.
793 starsPythonMITLast push Oct 8, 2026
Rank 64: hiyouga/LlamaFactory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
75,561 starsPythonApache-2.0Last push Oct 10, 2026
Rank 4,880: AutoArk/TinyEngram
Research of DeepSeek Engram Architecture based on Qwen-3 and Stable Diffusion series.
1,376 starsPythonNo license file detectedLast push May 21, 2026

Repository facts

Topics

Add this badge to your README

Related projects

Rank 2,899: stochasticai/xTuring

Rank 890: MakazhanAlpamys/Soup

Rank 6,932: whitecircle/halo

Rank 7,129: DaoyuanLi2816/can-i-finetune-this

Rank 64: hiyouga/LlamaFactory

Rank 4,880: AutoArk/TinyEngram

Support Us