Library/FedMLForked

FedML-AI/FedML

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.

View on GitHub↗Upstream FedML-AI/FedML↗

Builder

FedML-AI

FedML-AI • individual

Stars

4,026

Using upstream star count

Forks

768

Using upstream fork count

Open Issues

Activity Score

0/100

0 commits in 30d

Created

Jul 21, 2020

Project creation date

README Summary

FedML is a comprehensive machine learning library that provides unified solutions for large-scale distributed training, model serving, and federated learning across different environments. It includes FedML Launch, a cross-cloud scheduler that enables running AI jobs on any GPU cloud or on-premise cluster. The library serves as the foundation for TensorOpera AI, a generative AI platform designed for scale.

AI Dev Skills

Unmapped

Tags

Federated LearningDistributed Machine LearningCross-Cloud ComputingModel Serving and DeploymentLarge-Scale Training InfrastructurePrivacy-Preserving Machine LearningMulti-Party ComputationEdge Computing for MLDecentralized AI SystemsHeterogeneous ComputingMLOps and Model Lifecycle ManagementGPU Cluster ManagementHealthcareEdge AIFinancial ServicesCross-Silo Federated LearningCollaborative Machine LearningDecentralized Data AnalysisPrivacy-Preserving Model TrainingCloud APITabularHybrid CloudMulti-CloudManufacturingDistributed AI SystemsMLOpsEdge/MobileOn-premiseIoT and Edge ComputingLarge-Scale Distributed TrainingMultimodalImageTime SeriesTextCross-Organization AI CollaborationSelf-hostedGovernment and DefenseMulti-Cloud AI Workload DistributionEdge Device Model TrainingPrivacy-Preserving AITelecommunicationsPython

Taxonomy

AI Trends

Federated Learning Privacy-Preserving AI Edge AI Distributed AI Systems MLOps Cross-Cloud Computing

Deployment Context

Cloud API Self-hosted Edge/Mobile On-premise Multi-Cloud Hybrid Cloud

Industries

Healthcare Financial Services Telecommunications IoT and Edge Computing Government and Defense Manufacturing

Modalities

Text Image Tabular Time Series Multimodal

Skill Areas

Use Cases

Privacy-Preserving Model Training Cross-Silo Federated Learning Edge Device Model Training Multi-Cloud AI Workload Distribution Collaborative Machine Learning Decentralized Data Analysis Large-Scale Distributed Training Cross-Organization AI Collaboration

Recent Activity

Updated 5 months ago

7 Days

30 Days

90 Days

Quality

production

Quality: high
Maturity: production

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Python100.0%

Timeline

Project created: Jul 21, 2020
Forked: Mar 22, 2026
Your last push: 5 months ago
Upstream last push: 5 months ago
Tracked since: Oct 28, 2025

Similar Repos

pgvector cosine similarity · $0

Loading…