Hugging Face의 공개 GitHub 발자국

🤗 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

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

🤗 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

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.

Notebooks using the Hugging Face libraries 🤗

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.

✨Fast Coreference Resolution in spaCy with Neural Networks

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

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

A Python port of Pi’s minimalist coding agent.

An interface library for RL post training with environments.

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

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

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

Swift Package to implement a transformers-like API in Swift

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

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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.

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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

Build compute kernels and load them from the Hub.

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

Docs of the Hugging Face Hub

Convert any Repo into an RL Environment

xet client tech, used in huggingface_hub

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HF CLI extension to run local coding agent powered by llmfit and llama.cpp

Gemma 2 optimized for your local machine.

Durable, searchable memory of your past agent sessions.

Rust client for the huggingface hub aiming for minimal subset of features over `huggingface-hub` python package

Hugging Face MCP Server

Let's build better datasets, together!

Training and inference on AWS Trainium and Inferentia chips.

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A lightweight express.js server implementing OpenAI’s Responses API, built on top of Chat Completions, powered by Hugging Face Inference Providers.

The home of Carbon Genomic Foundation Model 🧬

A gym environment for PushT

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🤗 LeLab: A web UI interface on top of LeRobot

Kernel sources for https://huggingface.co/kernels-community

The package used to build the documentation of our Hugging Face repos

🤗 Optimum ExecuTorch

Research projects built on top of Transformers

Web application for visualizing robotics datasets in LeRobot format

A benchmark for AI-driven CAD generation and editing

A Command-Line Interface (CLI) and Skill to interact with Papers with Code. For agents and humans.

Pi coding agent extension: llama.cpp provider with dynamic model + context window discovery

Testbed for LLM inference with cutile-rs.

Hugging Face's take home challenge for post-training internships, now open for you to try!

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Synthetic pretraining data by rephrasing the web

A Command-Line Interface (CLI) and Skill to query Semantic Scholar. For agents and humans.

Github action to connect to tailscale

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Run GitHub Actions on Hugging Face Jobs

Run reproducible Harbor benchmarks on Hugging Face infrastructure.

Index a repository's issue and pull-request history and serve it back as searchable project memory for coding agents

Benchmarking Knowledge Transfer in Lifelong Robot Learning

GitHub Actions to scan a container image with the Wiz CLI and register its digest with Wiz image trust