Hugging Face
@huggingfaceOrganizationThe AI community building the future.
On the leaderboard
| Rank | Repository | Stars |
|---|---|---|
| 38 | huggingface/transformers | 158,806 |
| 704 | huggingface/pytorch-image-models | 36,595 |
| 844 | huggingface/diffusers | 33,260 |
Top repositories by stars
- huggingface/transformers(on leaderboard)
π€ 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.
Python156,601 - huggingface/pytorch-image-models(on leaderboard)
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
Python36,377 - huggingface/diffusers(on leaderboard)
π€ Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
Python32,809 - huggingface/open-r1
Fully open reproduction of DeepSeek-R1
Python25,882 - huggingface/smolagents
π€ smolagents: a barebones library for agents that think in code.
Python25,485 - huggingface/agents-course
This repository contains the Hugging Face Agents Course.
MDX25,410 - huggingface/lerobot
π€ LeRobot: Making AI for Robotics more accessible with end-to-end learning
Python21,660 - huggingface/datasets
π€ The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
Python21,194 - huggingface/peft
π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Python20,650 - huggingface/candle
Minimalist ML framework for Rust
Rust19,410 - huggingface/sentence-transformers
State-of-the-Art Text Embeddings
Python18,280 - huggingface/trl
Train transformer language models with reinforcement learning.
Python17,393 - huggingface/transformers.js
State-of-the-art Machine Learning for the web. Run π€ Transformers directly in your browser, with no need for a server!
JavaScript15,402 - huggingface/text-generation-inference
Large Language Model Text Generation Inference
Python10,774 - huggingface/chat-ui
The open source codebase powering HuggingChat
TypeScript10,513 - huggingface/tokenizers
π₯ Fast State-of-the-Art Tokenizers optimized for Research and Production
Rust10,479 - huggingface/accelerate
π 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
Python9,494 - huggingface/smol-course
A course on aligning smol models.
Jupyter Notebook6,580 - huggingface/parler-tts
Inference and training library for high-quality TTS models.
Python5,533 - huggingface/alignment-handbook
Robust recipes to align language models with human and AI preferences
Python5,500 - huggingface/deep-rl-class
This repo contains the Hugging Face Deep Reinforcement Learning Course.
MDX4,765 - huggingface/nanoVLM
The simplest, fastest repository for training/finetuning small-sized VLMs.
Python4,659 - huggingface/autotrain-advanced
π€ AutoTrain Advanced
Python4,555 - huggingface/text-embeddings-inference
A blazing fast inference solution for text embeddings models
Rust4,505 - huggingface/notebooks
Notebooks using the Hugging Face libraries π€
Jupyter Notebook4,465 - huggingface/speech-to-speech
Speech To Speech: an effort for an open-sourced and modular GPT4-o
Python4,459 - huggingface/diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
Jupyter Notebook4,279 - huggingface/distil-whisper
Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.
Python4,041 - huggingface/course
The Hugging Face course on Transformers
MDX3,709 - huggingface/safetensors
Simple, safe way to store and distribute tensors
Python3,628 - huggingface/smollm
Everything about the SmolLM and SmolVLM family of models
Python3,624 - huggingface/huggingface_hub
The official Python client for the Hugging Face Hub.
Python3,336 - huggingface/blog
Public repo for HF blog posts
Jupyter Notebook3,318 - huggingface/optimum
π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
Python3,291 - huggingface/datatrove
Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.
Python2,893 - huggingface/neuralcoref
β¨Fast Coreference Resolution in spaCy with Neural Networks
C2,892 - huggingface/knockknock
πͺβKnock Knock: Get notified when your training ends with only two additional lines of code
Python2,826 - huggingface/swift-coreml-diffusers
Swift app demonstrating Core ML Stable Diffusion
Swift2,735 - huggingface/setfit
Efficient few-shot learning with Sentence Transformers
Jupyter Notebook2,682 - huggingface/cookbook
Open-source AI cookbook
Jupyter Notebook2,595 - huggingface/nanotron
Minimalistic large language model 3D-parallelism training
Python2,564 - huggingface/evaluate
π€ Evaluate: A library for easily evaluating machine learning models and datasets.
Python2,419 - huggingface/huggingface.js
Use Hugging Face with JavaScript
TypeScript2,349 - huggingface/lighteval
Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends
Python2,306 - huggingface/picotron
Minimalistic 4D-parallelism distributed training framework for education purpose
Python2,085 - huggingface/evaluation-guidebook
Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
Jupyter Notebook2,059 - huggingface/awesome-papers
Papers & presentation materials from Hugging Face's internal science day
2,052 - huggingface/chat-macOS
Making the community's best AI chat models available to everyone.
Swift1,979 - huggingface/transformers.js-examples
A collection of π€ Transformers.js demos and example applications
JavaScript1,966 - huggingface/transfer-learning-conv-ai
π¦ State-of-the-Art Conversational AI with Transfer Learning
Python1,755 - huggingface/swift-coreml-transformers
Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!
Swift1,682 - huggingface/aisheets
Build, enrich, and transform datasets using AI models with no code
TypeScript1,626 - huggingface/gsplat.js
JavaScript Gaussian Splatting library.
TypeScript1,593 - huggingface/pytorch-openai-transformer-lm
π₯A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
Python1,523 - huggingface/Mongoku
π₯The Web-scale GUI for MongoDB
Svelte1,393 - huggingface/finetrainers
Scalable and memory-optimized training of diffusion models
Python1,336 - huggingface/llm-vscode
LLM powered development for VSCode
TypeScript1,317 - huggingface/swift-transformers
Swift Package to implement a transformers-like API in Swift
Swift1,265 - Python1,247
- huggingface/hmtl
πHMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
Python1,194 - huggingface/llm.nvim
LLM powered development for Neovim
Lua1,134 - huggingface/search-and-learn
Recipes to scale inference-time compute of open models
Python1,127 - Python1,096
- huggingface/awesome-huggingface
π€ A list of wonderful open-source projects & applications integrated with Hugging Face libraries.
1,046 - huggingface/pytorch-pretrained-BigGAN
π¦A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
Python1,045 - Python1,031
- huggingface/optimum-quanto
A pytorch quantization backend for optimum
Python1,024 - huggingface/torchMoji
πA pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc
Python922 - MDX871
- huggingface/llm-ls
LSP server leveraging LLMs for code completion (and more?)
Rust855 - huggingface/dataset-viewer
Backend that powers the dataset viewer on Hugging Face dataset pages through a public API.
Python847 - huggingface/computer-vision-course
This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to join us on the Hugging Face discord: hf.co/join/discord
Jupyter Notebook783 - huggingface/ratchet
A cross-platform browser ML framework.
Rust746 - huggingface/naacl_transfer_learning_tutorial
Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA
Python722 - huggingface/meshgen
Use AI Agents directly in Blender.
Python721 - Jupyter Notebook696
- huggingface/exporters
Export Hugging Face models to Core ML and TensorFlow Lite
Python691 - huggingface/text-clustering
Easily embed, cluster and semantically label text datasets
Python594 - huggingface/swift-chat
Mac app to demonstrate swift-transformers
Swift594 - Python566
- huggingface/transformers-bloom-inference
Fast Inference Solutions for BLOOM
Python566 - huggingface/llm_training_handbook
An open collection of methodologies to help with successful training of large language models.
Python554 - huggingface/pytorch_block_sparse
Fast Block Sparse Matrices for Pytorch
C++549 - Rust540
- huggingface/optimum-intel
π€ Optimum Intel: Accelerate inference with Intel optimization tools
Jupyter Notebook536 - huggingface/hub-docs
Docs of the Hugging Face Hub
Handlebars503 - huggingface/large_language_model_training_playbook
An open collection of implementation tips, tricks and resources for training large language models
Python497 - huggingface/gpt-oss-recipes
Collection of scripts and notebooks for OpenAI's latest GPT OSS models
Jupyter Notebook496 - Python482
- huggingface/audio-transformers-course
The Hugging Face Course on Transformers for Audio
MDX482 - huggingface/node-question-answering
Fast and production-ready question answering in Node.js
TypeScript466 - huggingface/screenenv
A powerful Python library for creating and managing isolated desktop environments using Docker containers.
Python445 - huggingface/kernels
Load compute kernels from the Hub
Python432 - huggingface/yourbench
π€ Benchmark Large Language Models Reliably On Your Data
HTML431 - huggingface/community-events
Place where folks can contribute to π€ community events
Jupyter Notebook428 - huggingface/tflite-android-transformers
DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo apps
Java419 - huggingface/xet-core
xet client tech, used in huggingface_hub
Rust407 - huggingface/nn_pruning
Prune a model while finetuning or training.
Jupyter Notebook406 - Swift405
- Python390