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.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer...

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

This repository contains the Hugging Face Agents Course.

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

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

Fully open reproduction of DeepSeek-R1

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

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

Minimalist ML framework for Rust

Train transformer language models with reinforcement learning.

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

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

Build voice agents with open-source models

Give your agents the power of the Hugging Face ecosystem

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

The open source codebase powering HuggingChat

Large Language Model Text Generation Inference

Archived — ML Intern is no longer maintained.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

🚀 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...

A course on aligning smol models.

Robust recipes to align language models with human and AI preferences

Inference and training library for high-quality TTS models.

A blazing fast inference solution for text embeddings models

This repo contains the Hugging Face Deep Reinforcement Learning Course.

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

Notebooks using the Hugging Face libraries 🤗

🤗 AutoTrain Advanced

Materials for the Hugging Face Diffusion Models Course

The Hugging Face course on Transformers

Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.

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

Everything about the SmolLM and SmolVLM family of models

Public repo for HF blog posts

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

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

A Python port of Pi’s minimalist coding agent.

✨Fast Coreference Resolution in spaCy with Neural Networks

Efficient few-shot learning with Sentence Transformers

Minimalistic large language model 3D-parallelism training

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

Open-source AI cookbook

Swift app demonstrating Core ML Stable Diffusion

Use Hugging Face with JavaScript

Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

Minimalistic 4D-parallelism distributed training framework for education purpose

Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!

A collection of 🤗 Transformers.js demos and example applications

Papers & presentation materials from Hugging Face's internal science day

Making the community's best AI chat models available to everyone.

🦄 State-of-the-Art Conversational AI with Transfer Learning

Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!

JavaScript Gaussian Splatting library.

Build, enrich, and transform datasets using AI models with no code

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

🔥The Web-scale GUI for MongoDB

Swift Package to implement a transformers-like API in Swift

Scalable and memory-optimized training of diffusion models

LLM powered development for VSCode

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

LLM powered development for Neovim

Recipes to scale inference-time compute of open models

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

A pytorch quantization backend for optimum

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

An API-compatible, drop-in replacement for Apple's Foundation Models framework with support for custom language model providers.

Use AI Agents directly in Blender.

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

Backend that powers the dataset viewer on Hugging Face dataset pages through a public API.

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

LSP server leveraging LLMs for code completion (and more?)

Mount Hugging Face Buckets and repos as local filesystems. No download, no copy, no waiting.

Build compute kernels and load them from the Hub.

Turn any repository into verifiable RL environments for coding agents - Harbor tasks you can train on, evaluate and share on the Hugging Face Hub

A Rust NFS Server implementation

A cross-platform browser ML framework.

Generate and evaluate agent skills for code agents like Claude Code, Open Code, OpenAI Codex

Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

Export Hugging Face models to Core ML and TensorFlow Lite

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

xet client tech, used in huggingface_hub

Docs of the Hugging Face Hub

Easily embed, cluster and semantically label text datasets

Mac app to demonstrate swift-transformers

Durable, searchable memory of your past agent sessions.

An open collection of methodologies to help with successful training of large language models.

Fast Inference Solutions for BLOOM

Fast Block Sparse Matrices for Pytorch

The Hugging Face Course on Transformers for Audio

Collection of scripts and notebooks for OpenAI's latest GPT OSS models

An open collection of implementation tips, tricks and resources for training large language models

Fast and production-ready question answering in Node.js