Hugging Face

The AI community building the future.

Packages on Leaderboard (15)

Rank	Package	Downloads	Stars	Language
143	huggingface-hub	173,687,771	3,372	Python
223	transformers	112,933,712	157,224	Python
226	tokenizers	108,733,108	10,495	Rust
230	hf-xet	104,662,423	415	Rust
356	safetensors	60,884,448	3,645	Python
377	datasets	56,953,200	21,241	Python
803	accelerate	19,793,390	9,521	Python
822	sentence-transformers	18,926,874	18,328	Python
1269	peft	8,801,583	20,706	Python
1459	diffusers	6,898,858	32,905	Python
1790	evaluate	4,817,769	2,422	Python
2082	hf-transfer	3,439,557	541	Rust
2555	trl	2,350,917	17,491	Python
2804	optimum	1,964,111	3,305	Python
3598	math-verify	1,357,198	1,104	Python

Top GitHub repositories

Repository	Description	Stars	Language
huggingface/pytorch-image-models	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	36,416	Python
huggingface/open-r1	Fully open reproduction of DeepSeek-R1	25,910	Python
huggingface/smolagents	🤗 smolagents: a barebones library for agents that think in code.	25,688	Python
huggingface/agents-course	This repository contains the Hugging Face Agents Course.	25,660	MDX
huggingface/lerobot	🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning	21,897	Python
huggingface/candle	Minimalist ML framework for Rust	19,521	Rust
huggingface/transformers.js	State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!	15,471	JavaScript
huggingface/text-generation-inference	Large Language Model Text Generation Inference	10,789	Python
huggingface/chat-ui	The open source codebase powering HuggingChat	10,538	TypeScript
huggingface/skills	—	7,747	Python
huggingface/smol-course	A course on aligning smol models.	6,588	Jupyter Notebook
huggingface/parler-tts	Inference and training library for high-quality TTS models.	5,541	Python
huggingface/alignment-handbook	Robust recipes to align language models with human and AI preferences	5,510	Python
huggingface/deep-rl-class	This repo contains the Hugging Face Deep Reinforcement Learning Course.	4,785	MDX
huggingface/nanoVLM	The simplest, fastest repository for training/finetuning small-sized VLMs.	4,676	Python
huggingface/autotrain-advanced	🤗 AutoTrain Advanced	4,554	Python
huggingface/text-embeddings-inference	A blazing fast inference solution for text embeddings models	4,536	Rust
huggingface/speech-to-speech	Speech To Speech: an effort for an open-sourced and modular GPT4-o	4,478	Python
huggingface/notebooks	Notebooks using the Hugging Face libraries 🤗	4,473	Jupyter Notebook
huggingface/diffusion-models-class	Materials for the Hugging Face Diffusion Models Course	4,283	Jupyter Notebook
huggingface/distil-whisper	Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.	4,048	Python
huggingface/course	The Hugging Face course on Transformers	3,734	MDX
huggingface/smollm	Everything about the SmolLM and SmolVLM family of models	3,637	Python
huggingface/blog	Public repo for HF blog posts	3,326	Jupyter Notebook
huggingface/datatrove	Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.	2,912	Python
huggingface/neuralcoref	✨Fast Coreference Resolution in spaCy with Neural Networks	2,892	C
huggingface/knockknock	🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code	2,827	Python
huggingface/swift-coreml-diffusers	Swift app demonstrating Core ML Stable Diffusion	2,738	Swift
huggingface/setfit	Efficient few-shot learning with Sentence Transformers	2,687	Jupyter Notebook
huggingface/cookbook	Open-source AI cookbook	2,605	Jupyter Notebook
huggingface/nanotron	Minimalistic large language model 3D-parallelism training	2,580	Python
huggingface/huggingface.js	Use Hugging Face with JavaScript	2,355	TypeScript
huggingface/lighteval	Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends	2,313	Python
huggingface/picotron	Minimalistic 4D-parallelism distributed training framework for education purpose	2,097	Python
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!	2,063	Jupyter Notebook
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.	1,980	Swift
huggingface/transformers.js-examples	A collection of 🤗 Transformers.js demos and example applications	1,972	JavaScript
huggingface/transfer-learning-conv-ai	🦄 State-of-the-Art Conversational AI with Transfer Learning	1,756	Python
huggingface/swift-coreml-transformers	Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!	1,682	Swift
huggingface/aisheets	Build, enrich, and transform datasets using AI models with no code	1,628	TypeScript
huggingface/gsplat.js	JavaScript Gaussian Splatting library.	1,597	TypeScript
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	1,523	Python
huggingface/Mongoku	🔥The Web-scale GUI for MongoDB	1,394	Svelte
huggingface/finetrainers	Scalable and memory-optimized training of diffusion models	1,340	Python
huggingface/llm-vscode	LLM powered development for VSCode	1,318	TypeScript
huggingface/swift-transformers	Swift Package to implement a transformers-like API in Swift	1,269	Swift
huggingface/hmtl	🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP	1,195	Python
huggingface/llm.nvim	LLM powered development for Neovim	1,136	Lua
huggingface/search-and-learn	Recipes to scale inference-time compute of open models	1,129	Python
huggingface/awesome-huggingface	🤗 A list of wonderful open-source projects & applications integrated with Hugging Face libraries.	1,051	—
huggingface/pytorch-pretrained-BigGAN	🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.	1,045	Python
huggingface/optimum-nvidia	—	1,030	Python
huggingface/optimum-quanto	A pytorch quantization backend for optimum	1,028	Python
huggingface/torchMoji	😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc	922	Python
huggingface/mcp-course	—	872	MDX
huggingface/llm-ls	LSP server leveraging LLMs for code completion (and more?)	857	Rust
huggingface/dataset-viewer	Backend that powers the dataset viewer on Hugging Face dataset pages through a public API.	850	Python
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	792	Jupyter Notebook
huggingface/ratchet	A cross-platform browser ML framework.	747	Rust
huggingface/meshgen	Use AI Agents directly in Blender.	726	Python
huggingface/naacl_transfer_learning_tutorial	Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA	722	Python
huggingface/huggingface-llama-recipes	—	697	Jupyter Notebook
huggingface/exporters	Export Hugging Face models to Core ML and TensorFlow Lite	691	Python
huggingface/text-clustering	Easily embed, cluster and semantically label text datasets	596	Python
huggingface/swift-chat	Mac app to demonstrate swift-transformers	595	Swift
huggingface/transformers-bloom-inference	Fast Inference Solutions for BLOOM	566	Python
huggingface/cosmopedia	—	565	Python
huggingface/llm_training_handbook	An open collection of methodologies to help with successful training of large language models.	554	Python
huggingface/pytorch_block_sparse	Fast Block Sparse Matrices for Pytorch	549	C++
huggingface/optimum-intel	🤗 Optimum Intel: Accelerate inference with Intel optimization tools	543	Jupyter Notebook
huggingface/hub-docs	Docs of the Hugging Face Hub	510	Handlebars
huggingface/gpt-oss-recipes	Collection of scripts and notebooks for OpenAI's latest GPT OSS models	501	Jupyter Notebook
huggingface/large_language_model_training_playbook	An open collection of implementation tips, tricks and resources for training large language models	498	Python
huggingface/audio-transformers-course	The Hugging Face Course on Transformers for Audio	485	MDX
huggingface/controlnet_aux	—	484	Python
huggingface/node-question-answering	Fast and production-ready question answering in Node.js	466	TypeScript
huggingface/kernels	Build compute kernels and load them from the Hub.	453	Python
huggingface/screenenv	A powerful Python library for creating and managing isolated desktop environments using Docker containers.	448	Python
huggingface/yourbench	🤗 Benchmark Large Language Models Reliably On Your Data	433	HTML
huggingface/community-events	Place where folks can contribute to 🤗 community events	429	Jupyter Notebook
huggingface/tflite-android-transformers	DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo apps	419	Java
huggingface/nn_pruning	Prune a model while finetuning or training.	406	Jupyter Notebook
huggingface/sam2-studio	—	405	Swift
huggingface/dataspeech	—	390	Python