Discover huggingface/doc-builder 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

125,320

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

22,776

datasets

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

17,530

peft

Minimalist ML framework for Rust

13,148

candle

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

12,686

tokenizers

Train transformer language models with reinforcement learning.

8,286

trl

Large Language Model Text Generation Inference

8,181

text-generation-inference

🚀 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

7,240

accelerate

Open source codebase powering the HuggingChat app

7,008

chat-ui

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

5,586

deep-rl-class

MDX

3,541

alignment-handbook

Robust recipes to align language models with human and AI preferences

autotrain-advanced

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

Notebooks using the Hugging Face libraries 🤗

3,126

notebooks

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

3,114

distil-whisper

✨Fast Coreference Resolution in spaCy with Neural Networks

2,964

neuralcoref

2,806

knockknock

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

Swift app demonstrating Core ML Stable Diffusion

2,682

swift-coreml-diffusers

Simple, safe way to store and distribute tensors

2,377

safetensors

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

2,347

optimum

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

2,086

awesome-papers

1,996

blog

Public repo for HF blog posts

Efficient few-shot learning with Sentence Transformers

1,962

setfit

A blazing fast inference solution for text embeddings models

1,912

text-embeddings-inference

The Hugging Face course on Transformers

1,845

course

MDX

1,832

evaluate

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

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

1,825

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.

1,357

huggingface_hub

🔥The Web-scale GUI for MongoDB

1,311

Mongoku

Utilities to use the Hugging Face Hub API

1,289

huggingface.js

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

1,193

hmtl

JavaScript Gaussian Splatting library.

1,185

gsplat.js

LLM powered development for VSCode

1,114

llm-vscode

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

1,060

datatrove

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

1,033

pytorch-pretrained-BigGAN

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

986

torchMoji

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

880

naacl_transfer_learning_tutorial

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

718

awesome-huggingface

698

optimum-nvidia

Minimalistic large language model 3D-parallelism training

680

nanotron

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

661

dataset-viewer

Fast Inference Solutions for BLOOM

614

transformers-bloom-inference

Export Hugging Face models to Core ML and TensorFlow Lite

546

exporters

Fast Block Sparse Matrices for Pytorch

540

pytorch_block_sparse

C++

523

llm.nvim

LLM powered development for Neovim

Lua

507

swift-transformers

Swift Package to implement a transformers-like API in Swift

Fast and production-ready question answering in Node.js

482

node-question-answering

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

459

large_language_model_training_playbook

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

431

llm-ls

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

416

llm_training_handbook

Mac app to demonstrate swift-transformers

385

swift-chat

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

375

tflite-android-transformers

Java

368

community-events

Place where folks can contribute to 🤗 community events

Prune a model while finetuning or training.

368

nn_pruning

Easily embed, cluster and semantically label text datasets

360

text-clustering

speechbox

100-times-faster-nlp

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

HTML

325

education-toolkit

Educational materials for universities

controlnet_aux

optimum-intel

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

Scaling Data-Constrained Language Models

295

datablations

Open reproduction of MUSE for fast text2image generation.

293

unity-api

284

open-muse

The Hugging Face Course on Transformers for Audio

284

audio-transformers-course

MDX

247

hub-docs

Docs of the Hugging Face Hub

221

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.

A pytorch Quantization Toolkit

208

quanto

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

201

simulate

A cross-platform browser ML framework.

185

ratchet

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

184

optimum-benchmark

hf_transfer

olm-datasets

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

Code for instruction-tuning Stable Diffusion.

169

instruction-tuned-sd

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

167

optimum-neuron

Manage scalable open LLM inference endpoints in Slurm clusters

163

llm-swarm

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.

156

OBELICS

Materials for workshops on the Hugging Face ecosystem

147

workshops

cosmopedia

api-inference-community

Faster generation with text-to-image diffusion models.

131

diffusion-fast

diarizers

optimum-habana

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

A Unity plugin for using Transformers models in Unity.

106

sharp-transformers

104

competitions

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

101

hf-hub

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

olm-training

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

fuego

tune

Viewer for the 🤗 datasets library.

datasets-viewer

Blazing fast training of 🤗 Transformers on Graphcore IPUs

optimum-graphcore

Block Sparse movement pruning

frp

FRP Fork

paper-style-guide

block_movement_pruning

amused

Developing tools to automatically analyze datasets

100

data-measurements-tool