Hugging Face Open Source Repositories

transformers

by huggingface

Total Stargazers:166,860

Total Subscribers:1,238

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

pytorch-image-models

by huggingface

Total Stargazers:37,202

Total Subscribers:321

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

diffusers

by huggingface

Total Stargazers:34,695

Total Subscribers:224

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

agents-course

by huggingface

Total Stargazers:33,314

Total Subscribers:230

This repository contains the Hugging Face Agents Course.

smolagents

by huggingface

Total Stargazers:29,742

Total Subscribers:142

🤗 smolagents: a barebones library for agents that think in code.

lerobot

by huggingface

Total Stargazers:28,017

Total Subscribers:168

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

open-r1

by huggingface

Total Stargazers:26,478

Total Subscribers:279

Fully open reproduction of DeepSeek-R1

datasets

by huggingface

Total Stargazers:22,043

Total Subscribers:282

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

peft

by huggingface

Total Stargazers:21,770

Total Subscribers:114

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

candle

by huggingface

Total Stargazers:21,151

Total Subscribers:166

Minimalist ML framework for Rust

trl

by huggingface

Total Stargazers:19,471

Total Subscribers:108

Train transformer language models with reinforcement learning.

sentence-transformers

by huggingface

Total Stargazers:19,160

Total Subscribers:150

State-of-the-Art Embeddings, Retrieval, and Reranking

transformers.js

by huggingface

Total Stargazers:16,342

Total Subscribers:106

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

speech-to-speech

by huggingface

Total Stargazers:13,399

Total Subscribers:105

Build voice agents with open-source models

tokenizers

by huggingface

Total Stargazers:11,162

Total Subscribers:122

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

skills

by huggingface

Total Stargazers:11,150

Total Subscribers:53

Give your agents the power of the Hugging Face ecosystem

chat-ui

by huggingface

Total Stargazers:10,976

Total Subscribers:99

The open source codebase powering HuggingChat

ml-intern

by huggingface

Total Stargazers:10,805

Total Subscribers:48

Archived — ML Intern is no longer maintained. Continue with HuggingChat.

accelerate

by huggingface

Total Stargazers:9,911

Total Subscribers:97

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

smol-course

by huggingface

Total Stargazers:6,767

Total Subscribers:47

A course on aligning smol models.

alignment-handbook

by huggingface

Total Stargazers:5,691

Total Subscribers:104

Robust recipes to align language models with human and AI preferences

text-embeddings-inference

by huggingface

Total Stargazers:5,077

Total Subscribers:44

A blazing fast inference solution for text embeddings models

deep-rl-class

by huggingface

Total Stargazers:5,045

Total Subscribers:82

This repo contains the Hugging Face Deep Reinforcement Learning Course.

nanoVLM

by huggingface

Total Stargazers:5,043

Total Subscribers:29

The simplest, fastest repository for training/finetuning small-sized VLMs.

notebooks

by huggingface

Total Stargazers:4,639

Total Subscribers:85

Notebooks using the Hugging Face libraries 🤗

autotrain-advanced

by huggingface

Total Stargazers:4,613

Total Subscribers:73

🤗 AutoTrain Advanced

diffusion-models-class

by huggingface

Total Stargazers:4,366

Total Subscribers:87

Materials for the Hugging Face Diffusion Models Course

course

by huggingface

Total Stargazers:4,271

Total Subscribers:62

The Hugging Face course on Transformers

huggingface_hub

by huggingface

Total Stargazers:3,965

Total Subscribers:75

The official CLI and Python client for the Hugging Face Hub.

smollm

by huggingface

Total Stargazers:3,920

Total Subscribers:30

Everything about the SmolLM and SmolVLM family of models

blog

by huggingface

Total Stargazers:3,540

Total Subscribers:104

Public repo for HF blog posts

optimum

by huggingface

Total Stargazers:3,498

Total Subscribers:59

🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

datatrove

by huggingface

Total Stargazers:3,376

Total Subscribers:49

Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.

huggingface.js

by huggingface

Total Stargazers:2,544

Total Subscribers:52

Hugging Face

Company

Projects Hugging Face's people maintain

transformers

by huggingface

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

pytorch-image-models

by huggingface

diffusers

by huggingface

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

agents-course

by huggingface

This repository contains the Hugging Face Agents Course.

smolagents

by huggingface

🤗 smolagents: a barebones library for agents that think in code.

lerobot

by huggingface

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

open-r1

by huggingface

Fully open reproduction of DeepSeek-R1

datasets

by huggingface

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

peft

by huggingface

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

candle

by huggingface

Minimalist ML framework for Rust

trl

by huggingface

Train transformer language models with reinforcement learning.

sentence-transformers

by huggingface

State-of-the-Art Embeddings, Retrieval, and Reranking

transformers.js

by huggingface

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

speech-to-speech

by huggingface

Build voice agents with open-source models

tokenizers

by huggingface

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

skills

by huggingface

Give your agents the power of the Hugging Face ecosystem

chat-ui

by huggingface

The open source codebase powering HuggingChat

ml-intern

by huggingface

Archived — ML Intern is no longer maintained. Continue with HuggingChat.

accelerate

by huggingface

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

smol-course

by huggingface

A course on aligning smol models.

alignment-handbook

by huggingface

Robust recipes to align language models with human and AI preferences

text-embeddings-inference

by huggingface

A blazing fast inference solution for text embeddings models

deep-rl-class

by huggingface

This repo contains the Hugging Face Deep Reinforcement Learning Course.

nanoVLM

by huggingface

The simplest, fastest repository for training/finetuning small-sized VLMs.

notebooks

by huggingface

Notebooks using the Hugging Face libraries 🤗

autotrain-advanced

by huggingface

🤗 AutoTrain Advanced