Documentation

Hub

Host Git-based models, datasets, and Spaces on the HF Hub

Hub Python Library

Python client to interact with the Hugging Face Hub

CLI

Tools for agents and humans to interact with all the Hugging Face services

Huggingface.js

JavaScript libraries for Hugging Face with built-in TS types

Tasks

Explore demos, models, and datasets for any ML tasks

Dataset viewer

API for metadata, stats, and content of HF Hub datasets

Inference Providers

Call 200k+ models hosted by our 10+ Inference partners

Inference Endpoints (dedicated)

Deploy models on dedicated & fully managed infrastructure on HF

Deploying on AWS

Train/deploy models from Hugging Face to AWS with DLCs

Text Generation Inference

Serve language models with TGI optimized toolkit

Text Embeddings Inference

Serve embeddings models with TEI optimized toolkit

Microsoft Azure

Deploy Hugging Face models on Microsoft Azure

Google Cloud

Train and Deploy Hugging Face models on Google Cloud

Transformers

State-of-the-art AI models for PyTorch

Diffusers

State-of-the-art Diffusion models in PyTorch

Datasets

Access & share datasets for any ML tasks

Transformers.js

State-of-the-art ML running directly in your browser

Tokenizers

Fast tokenizers optimized for research & production

Evaluate

Evaluate and compare models performance

timm

State-of-the-art vision models: layers, optimizers, and utilities

Sentence Transformers

Embeddings, Retrieval, and Reranking

Kernels

Load and run compute kernels from the Hugging Face Hub

PEFT

Parameter-efficient finetuning for large language models

Accelerate

Train PyTorch models with multi-GPU, TPU, mixed precision

Optimum

Optimize HF Transformers for faster training/inference

AWS Trainium & Inferentia

Train/deploy Transformers/Diffusers on AWS

Google TPUs

Train and Deploy models on Google TPUs via Optimum.

TRL

Train transformers LMs with reinforcement learning

OpenEnv

Create and deploy agentic RL execution environments

Safetensors

Safe way to store/distribute neural network weights

Bitsandbytes

Optimize and quantize models with bitsandbytes

Lighteval

All-in-one toolkit to evaluate LLMs across multiple backends

Gradio

Build ML demos and web apps with a few lines of Python

Trackio

A lightweight, local-first, and free experiment tracking Python library

smolagents

Smol library to build great agents in Python

LeRobot

Making AI for Robotics more accessible with end-to-end learning

Reachy Mini

Open-source expressive robot SDK for hackers and AI builders

AutoTrain

AutoTrain API and UI for seamless model training

Chat UI

Open source chat frontend powering HuggingChat

Leaderboards

Create custom Leaderboards on Hugging Face

Argilla

Collaboration tool for building high-quality datasets

Distilabel

Framework for synthetic data generation and AI feedback

Xet

Xet Protocol Specification