Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Qix | 13,926 | 2 years ago | other | |||||||
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang | ||||||||||
Petals | 8,040 | 1 | 4 months ago | 18 | November 20, 2023 | 76 | mit | Python | ||
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading | ||||||||||
Awesome System For Machine Learning | 2,244 | 3 months ago | 12 | mit | ||||||
A curated list of research in machine learning systems (MLSys). Paper notes are also provided. | ||||||||||
Vearch | 1,839 | 2 months ago | 28 | February 18, 2022 | 162 | other | Go | |||
A distributed vector database for embedding-based vector retrieval | ||||||||||
Hivemind | 1,716 | 1 | 6 | 4 months ago | 27 | August 31, 2023 | 63 | mit | Python | |
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world. | ||||||||||
Vizier | 1,142 | 3 | 2 months ago | 35 | November 30, 2023 | 44 | apache-2.0 | Python | ||
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service. | ||||||||||
Gnes | 1,095 | 4 years ago | 16 | other | Python | |||||
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network. | ||||||||||
Bagua | 842 | 1 | 9 months ago | 16 | November 17, 2022 | 62 | mit | Python | ||
Bagua Speeds up PyTorch | ||||||||||
Kubernetes Gpu Guide | 714 | 6 years ago | 1 | mit | Shell | |||||
This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster. | ||||||||||
Elasticdl | 710 | 7 months ago | 5 | October 10, 2019 | 92 | mit | Python | |||
Kubernetes-native Deep Learning Framework |