Hugging Face

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

diffusers

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

datasets

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

peft

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

candle

Minimalist ML framework for Rust

trl

Train transformer language models with reinforcement learning.

text-generation-inference

Large Language Model Text Generation Inference

accelerate

🚀 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

chat-ui

Open source codebase powering the HuggingChat app

lerobot

🤗 LeRobot: State-of-the-art Machine Learning for Real-World Robotics in Pytorch

text-embeddings-inference

A blazing fast inference solution for text embeddings models

blog

Public repo for HF blog posts

course

The Hugging Face course on Transformers

cookbook

Open-source AI cookbook

huggingface.js

Utilities to use the Hugging Face Hub API

nanotron

Minimalistic large language model 3D-parallelism training

dataset-viewer

Lightweight web API for visualizing and exploring any dataset - computer vision, speech, text, and tabular - stored on the Hugging Face Hub

lighteval

LightEval is a lightweight LLM evaluation suite that Hugging Face has been using internally with the recently released LLM data processing library datatrove and LLM training library nanotron.

ratchet

A cross-platform browser ML framework.

optimum-intel

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

hub-docs

Docs of the Hugging Face Hub

optimum-benchmark

A unified multi-backend utility for benchmarking Transformers, Timm, Diffusers and Sentence-Transformers with full support of Optimum's hardware optimizations & quantization schemes.

optimum-neuron

Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.

diffusion-fast

Faster generation with text-to-image diffusion models.

optimum-habana

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

open_asr_leaderboard

optimum-tpu

Google TPU optimizations for transformers models

ml-for-3d-course

visual-blocks-custom-components

Custom Hugging Face Nodes for Google Visual Blocks for ML

tei-gaudi

A blazing fast inference solution for text embeddings models