Hugging Face

Top repositories by stars

• huggingface/transformers(on leaderboard)

  🤗 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)

  🤗 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

  🤗 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

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

  Python21,660
• huggingface/datasets

  🤗 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

  🤗 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 🤗 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

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

  Rust10,479
• huggingface/accelerate

  🚀 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

  🤗 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 🤗

  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

  🚀 Accelerate inference and training of 🤗 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

  ✨Fast Coreference Resolution in spaCy with Neural Networks

  C2,892
• huggingface/knockknock

  🚪✊Knock 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

  🤗 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 🤗 Transformers.js demos and example applications

  JavaScript1,966
• huggingface/transfer-learning-conv-ai

  🦄 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

  🐥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

  🔥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
• huggingface/skills

  Python1,247
• huggingface/hmtl

  🌊HMTL: 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
• huggingface/Math-Verify

  Python1,096
• huggingface/awesome-huggingface

  🤗 A list of wonderful open-source projects & applications integrated with Hugging Face libraries.

  1,046
• huggingface/pytorch-pretrained-BigGAN

  🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

  Python1,045
• huggingface/optimum-nvidia

  Python1,031
• huggingface/optimum-quanto

  A pytorch quantization backend for optimum

  Python1,024
• huggingface/torchMoji

  😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

  Python922
• huggingface/mcp-course

  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
• huggingface/huggingface-llama-recipes

  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
• huggingface/cosmopedia

  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
• huggingface/hf_transfer

  Rust540
• huggingface/optimum-intel

  🤗 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
• huggingface/controlnet_aux

  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

  🤗 Benchmark Large Language Models Reliably On Your Data

  HTML431
• huggingface/community-events

  Place where folks can contribute to 🤗 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
• huggingface/sam2-studio

  Swift405
• huggingface/dataspeech

  Python390