Hugging Face 的公共 GitHub 足迹

🤗 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

Archived — ML Intern is no longer maintained.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 support

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

🚀 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.

Efficient few-shot learning with Sentence Transformers

Minimalistic large language model 3D-parallelism training

Open-source AI cookbook

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

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

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

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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

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

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

Build compute kernels and load them from the Hub.

A Rust NFS Server implementation

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

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

xet client tech, used in huggingface_hub

Docs of the Hugging Face Hub

Durable, searchable memory of your past agent sessions.

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Where GPUs get cooked 👩‍🍳🔥

⏰ AI conference deadline countdowns

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

Hugging Face MCP Server

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Human in the loop Reinforcement Learning suite

The home of Carbon Genomic Foundation Model 🧬

Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)

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

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A Unity plugin for using Transformers models in Unity.

A Swift client for Hugging Face Hub and Inference Providers APIs

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

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

Research projects built on top of Transformers

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

Testbed for LLM inference with cutile-rs.

AMD related optimizations for transformer models

Hugging Face Inference Toolkit used to serve transformers, sentence-transformers, and diffusers models.

This repository hosts the code of Papers with Code, which tracks trending AI research with code, datasets and leaderboards.

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Reviews pull requests with any OpenAI-compatible LLM

Agentic Resource Discovery Client/Server

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A framework to capture, analyse and export agentic sessions

Expose HuggingFace datasets as Apache Iceberg tables

A GitHub Action that syncs your GitHub repository to Hugging Face Hub 🤗

CSI driver for mounting HuggingFace Buckets and Repos as FUSE filesystems

Search the decisions behind the code.

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Fast build, push, pull and run of container images on the Hugging Face registry (cr.hf.co), as an hf CLI extension

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Executable model integration contracts published on the Hub, run from framework CI

CI tools for Transformers

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Build manylinux binaries using Nix