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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, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for generative AI

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 (3,930 stars)
Forks
 (743 forks)
Indexed issues
 (46 indexed issues)
open beginner issues
 (46 open beginner issues)
Latest indexed
Aug 14, 2026
Last GitHub push
Jan 13, 2024
License
Apache License 2.0
Contributing guide
Contributing guide
Code of conduct
Code of conduct
Dominant language
Python
PR merge metrics
 (No merged PRs in 30d)
Beginner labels
help wanted

Issues

46 indexed issues

Open
Can't see logs on my local machine
help wantedquestion
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

FedML-AI / FedML · #732 · Jan 29, 2023 · Python · 3,930 stars

2 comments0 reactions0 assignees
Open
Segmentation fault (signal 11) in FedNLP
bughelp wantedresearch-projects
Why recommendedNo assignee yet · No comments yet
No assignee yetNo comments yetHas a beginner-friendly labelContributing guide available

FedML-AI / FedML · #727 · Jan 24, 2023 · Python · 3,930 stars

0 comments0 reactions0 assignees
Open
How do different algorithms work?
help wantedquestion
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

FedML-AI / FedML · #660 · Dec 6, 2022 · Python · 3,930 stars

2 comments0 reactions0 assignees
Open
fedgraphnn only support MPI?
help wantedquestionresearch-projects
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

FedML-AI / FedML · #649 · Nov 27, 2022 · Python · 3,930 stars

3 comments0 reactions0 assignees
Open
Macos failed to execute mnist oneline example
help wantedquestion
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

FedML-AI / FedML · #648 · Nov 25, 2022 · Python · 3,930 stars

1 comment0 reactions0 assignees
Open
MLOps Beehive stuck in server_runner.py
help wantedquestion
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

FedML-AI / FedML · #636 · Nov 7, 2022 · Python · 3,930 stars

1 comment0 reactions0 assignees
Open
Cannot handle connection ready
help wantedquestion
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

FedML-AI / FedML · #623 · Oct 26, 2022 · Python · 3,930 stars

11 comments0 reactions0 assignees
Open
error with mpi fedavg test
help wantedhotfix
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available

FedML-AI / FedML · #577 · Sep 17, 2022 · Python · 3,930 stars

2 comments0 reactions1 assignee
Open
error with mpi simulation
bughelp wanted
Why recommendedNo assignee yet · Has a beginner-friendly label
No assignee yetHas a beginner-friendly labelContributing guide available

FedML-AI / FedML · #504 · Aug 29, 2022 · Python · 3,930 stars

3 comments0 reactions0 assignees
Open
OverflowError when use fednlp to train model.
bughelp wantedresearch-projects
Why recommendedHas a beginner-friendly label · Contributing guide available
Has a beginner-friendly labelContributing guide available

FedML-AI / FedML · #453 · Aug 5, 2022 · Python · 3,930 stars

3 comments0 reactions1 assignee