Awesome Distributed Deep Learning

A curated list of awesome Distributed Deep Learning resources.
Alternatives To Awesome Distributed Deep Learning
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Qix13,926
2 years agoother
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
Petals8,04014 months ago18November 20, 202376mitPython
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
Awesome System For Machine Learning2,244
4 months ago12mit
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
Vearch1,839
3 months ago28February 18, 2022162otherGo
A distributed vector database for embedding-based vector retrieval
Hivemind1,716165 months ago27August 31, 202363mitPython
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
Vizier1,14233 months ago35November 30, 202344apache-2.0Python
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
Gnes1,095
4 years ago16otherPython
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.
Bagua842110 months ago16November 17, 202262mitPython
Bagua Speeds up PyTorch
Kubernetes Gpu Guide714
6 years ago1mitShell
This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.
Elasticdl710
8 months ago5October 10, 201992mitPython
Kubernetes-native Deep Learning Framework
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