FedML-AI / FedML

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

Date Created 2020-07-21 (4 years ago)

Commits 12,120 (last one 7 months ago)

Stargazers 4,212 (7 this week)

Watchers 117 (0 this week)

Forks 787

License apache-2.0

Ranking

RepositoryStats indexes 596,206 repositories, of these FedML-AI/FedML is ranked #11,565 (98th percentile) for total stargazers, and #14,696 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #1,762/119,532.

FedML-AI/FedML is also tagged with popular topics, for these it's ranked: deep-learning (#381/8515), machine-learning (#418/8066), mlops (#37/421), federated-learning (#5/209)

Other Information

FedML-AI/FedML has 23 open pull requests on Github, 1,745 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 119 open issues and 208 closed issues.

There have been 7 releases, the latest one was published on 2023-10-28 (about a year ago) with the name FedML 0.8.9.

Homepage URL: https://TensorOpera.ai

All Topics

mlops edge-ai ai-agent deep-learning model-serving inference-engine machine-learning model-deployment federated-learning on-device-training distributed-training

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11,406 commits on the default branch (master) since jan '22

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Languages

The primary language is Python but there's also others...

updated: 2024-12-22 @ 05:04pm, id: 281519510 / R_kgDOEMellg