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 (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

🤗 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

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

Give your agents the power of the Hugging Face ecosystem

The open source codebase powering HuggingChat

🤗 ml-intern: an open-source ML engineer that reads papers, trains models, and ships ML models

🚀 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

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

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

This repo contains the Hugging Face Deep Reinforcement Learning Course.

🤗 AutoTrain Advanced

Notebooks using the Hugging Face libraries 🤗

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.

Everything about the SmolLM and SmolVLM family of models

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

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.

Minimalistic large language model 3D-parallelism training

Efficient few-shot learning with Sentence Transformers

Swift app demonstrating Core ML Stable Diffusion

Open-source AI cookbook

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

An interface library for RL post training with environments.

A Python port of Pi’s minimalist coding agent.

Use Hugging Face with JavaScript

🤗 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

JavaScript Gaussian Splatting library.

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

🔥The Web-scale GUI for MongoDB

Scalable and memory-optimized training of diffusion models

Swift Package to implement a transformers-like API in Swift

LLM powered development for VSCode

LLM powered development for Neovim

Recipes to scale inference-time compute of open models

A pytorch quantization backend for optimum

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

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

Use AI Agents directly in Blender.

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

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

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

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

A cross-platform browser ML framework.

A Rust NFS Server implementation

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

Build compute kernels and load them from the Hub.

Export Hugging Face models to Core ML and TensorFlow Lite

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

Easily embed, cluster and semantically label text datasets

Mac app to demonstrate swift-transformers

Docs of the Hugging Face Hub

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

xet client tech, used in huggingface_hub

The Hugging Face Course on Transformers for Audio

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

Convert any Repo into an RL Environment