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.
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FedML-AI
FedML-AI • individual
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765
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Created
Jul 21, 2020
Project creation date
README Summary
FEDML Open Source: A Unified and Scalable Machine Learning Library for Running Training and Deployment Anywhere at Any Scale
Community Evaluation
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Cross-Cloud ComputingDecentralized AI SystemsDistributed Machine LearningEdge Computing for MLFederated LearningGPU Cluster ManagementHeterogeneous ComputingLarge-Scale Training InfrastructureMLOps and Model Lifecycle ManagementModel Serving and DeploymentMulti-Party ComputationPrivacy-Preserving Machine Learning
Tags
Cross-Cloud ComputingDecentralized AI SystemsDistributed Machine LearningEdge Computing for MLFederated LearningGPU Cluster ManagementHeterogeneous ComputingLarge-Scale Training InfrastructureMLOps and Model Lifecycle ManagementModel Serving and DeploymentMulti-Party ComputationPrivacy-Preserving Machine LearningForkedLLM ServingMLOpsMachine LearningOpen SourcePrivacyPrivacy-Preserving AIVector Database
Taxonomy
AI Trends
Deployment Context
Industries
Modalities
Skill Areas
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 Management
Recent Activity
Updated 10 months ago
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Quality
production- Quality
- high
- Maturity
- production
Categories
RAG & RetrievalPrimaryInference & ServingMLOps & InfrastructureLearning ResourcesSecurity & SafetyFoundation ModelsML Platform & InfrastructureOther AI / ML
PM Skills
Cost & EfficiencySafety & AlignmentScale & ReliabilityProduct Discovery
Languages
Python100.0%
Timeline
- Project created
- Jul 21, 2020
- Forked
- Mar 22, 2026
- Your last push
- 10 months ago
- Upstream last push
- 10 months ago
- Tracked since
- Oct 28, 2025
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