Discover huggingface/lerobot Open Source project

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

126,555

pytorch-image-models

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

28,073

diffusers

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

23,282

datasets

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

17,530

peft

Minimalist ML framework for Rust

14,585

candle

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

14,045

tokenizers

Large Language Model Text Generation Inference

8,560

text-generation-inference

Train transformer language models with reinforcement learning.

8,197

trl

🚀 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

8,181

accelerate

Open source codebase powering the HuggingChat app

7,121

chat-ui

Robust recipes to align language models with human and AI preferences

6,584

alignment-handbook

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

4,079

deep-rl-class

MDX

3,680

notebooks

Notebooks using the Hugging Face libraries 🤗

Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.

3,329

distil-whisper

autotrain-advanced

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

✨Fast Coreference Resolution in spaCy with Neural Networks

3,280

neuralcoref

2,819

parler-tts

Inference and training library for high-quality TTS models.

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

2,735

knockknock

Simple, safe way to store and distribute tensors

2,682

safetensors

Swift app demonstrating Core ML Stable Diffusion

2,538

swift-coreml-diffusers

A blazing fast inference solution for text embeddings models

2,406

text-embeddings-inference

🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

2,148

optimum

Efficient few-shot learning with Sentence Transformers

2,086

setfit

The Hugging Face course on Transformers

2,044

course

MDX

2,005

awesome-papers

Papers & presentation materials from Hugging Face's internal science day

1,996

blog

Public repo for HF blog posts

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

1,962

evaluate

Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.

1,825

datatrove

🦄 State-of-the-Art Conversational AI with Transfer Learning

1,657

transfer-learning-conv-ai

Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!

1,654

swift-coreml-transformers

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

1,543

pytorch-openai-transformer-lm

1,464

cookbook

Open-source AI cookbook

All the open source things related to the Hugging Face Hub.

1,416

huggingface_hub

🔥The Web-scale GUI for MongoDB

1,311

Mongoku

Utilities to use the Hugging Face Hub API

1,289

huggingface.js

JavaScript Gaussian Splatting library.

1,251

gsplat.js

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

1,233

hmtl

LLM powered development for VSCode

1,185

llm-vscode

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

1,148

pytorch-pretrained-BigGAN

Minimalistic large language model 3D-parallelism training

986

nanotron

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

897

torchMoji

optimum-nvidia

awesome-huggingface

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

821

naacl_transfer_learning_tutorial

Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

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

718

dataset-viewer

A pytorch quantization backend for optimum

630

optimum-quanto

LLM powered development for Neovim

616

llm.nvim

Lua

590

exporters

Export Hugging Face models to Core ML and TensorFlow Lite

Fast Inference Solutions for BLOOM

559

transformers-bloom-inference

Fast Block Sparse Matrices for Pytorch

550

pytorch_block_sparse

C++

523

swift-transformers

Swift Package to implement a transformers-like API in Swift

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

504

llm-ls

Fast and production-ready question answering in Node.js

498

node-question-answering

An open collection of implementation tips, tricks and resources for training large language models

459

large_language_model_training_playbook

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.

441

lighteval

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

440

llm_training_handbook

Mac app to demonstrate swift-transformers

416

swift-chat

A cross-platform browser ML framework.

392

ratchet

DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo apps

390

tflite-android-transformers

Java

368

community-events

Place where folks can contribute to 🤗 community events

Easily embed, cluster and semantically label text datasets

368

text-clustering

Prune a model while finetuning or training.

367

nn_pruning

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

360

optimum-intel

speechbox

controlnet_aux

100-times-faster-nlp

🚀100 Times Faster Natural Language Processing in Python - iPython notebook

HTML

325

education-toolkit

Educational materials for universities

Scaling Data-Constrained Language Models

320

unity-api

302

datablations

Open reproduction of MUSE for fast text2image generation.

296

open-muse

cosmopedia

audio-transformers-course

The Hugging Face Course on Transformers for Audio

hf_transfer

hub-docs

Docs of the Hugging Face Hub

221

dataspeech

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

207

optimum-benchmark

diarizers

simulate

🎢 Creating and sharing simulation environments for embodied and synthetic data research

Code for instruction-tuning Stable Diffusion.

185

instruction-tuned-sd

Manage scalable open LLM inference endpoints in Slurm clusters

181

llm-swarm

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

176

optimum-neuron

Pipeline for pulling and processing online language model pretraining data from the web

173

olm-datasets

Let's build better datasets, together!

169

data-is-better-together

Code used for the creation of OBELICS, an open, massive and curated collection of interleaved image-text web documents, containing 141M documents, 115B text tokens and 353M images.

162

OBELICS

Faster generation with text-to-image diffusion models.

159

diffusion-fast

Materials for workshops on the Hugging Face ecosystem

157

workshops

146

api-inference-community

Distributed online training of a general multi-task Deep RL Agent

145

jat

Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.

136

chug

A Unity plugin for using Transformers models in Unity.

136

sharp-transformers

129

optimum-habana

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

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

114

hf-hub

competitions

frp

olm-training

Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.

[WIP] A 🔥 interface for running code in the cloud

fuego

tune

Viewer for the 🤗 datasets library.

100

datasets-viewer