Library/kuberay
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ray-project/kuberay

kuberay

A toolkit to run Ray applications on Kubernetes

Builder

ray-project

ray-project

ray-project • individual

Stars

2,409

Using upstream star count

Forks

730

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Oct 29, 2020

Project creation date

README Summary

KubeRay is a Kubernetes operator that enables users to run Ray applications on Kubernetes clusters by managing Ray cluster lifecycle through custom resources. It provides operators for Ray clusters, jobs, and services, allowing seamless integration between Ray's distributed computing framework and Kubernetes orchestration. The project includes Helm charts, monitoring capabilities, and comprehensive documentation for production deployments.

AI Dev Skills

Unmapped

Distributed ComputingKubernetes OperatorsContainer OrchestrationCluster ManagementRay FrameworkCloud-Native AI/ML InfrastructureDistributed Machine LearningParallel ProcessingHyperparameter TuningDistributed TrainingReinforcement Learning Infrastructure

Tags

Distributed ComputingKubernetes OperatorsContainer OrchestrationCluster ManagementRay FrameworkCloud-Native AI/ML InfrastructureDistributed Machine LearningParallel ProcessingHyperparameter TuningDistributed TrainingReinforcement Learning InfrastructureCompound AI SystemsTextVideoMulti-node AI WorkloadsHyperparameter Tuning at ScaleAudioDistributed Machine Learning TrainingRay Serve Model DeploymentOn-premiseCloud-Native MLScalable AI InfrastructureKubernetesMultimodalCloudDistributed Computing JobsMLOpsReinforcement Learning TrainingTabularAuto-scaling ML WorkloadsDistributed Data ProcessingDistributed AI TrainingSelf-hostedImageGo

Taxonomy

Recent Activity

Updated 1 months ago

7 Days

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30 Days

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90 Days

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Quality

production
Quality
high
Maturity
production

Categories

Inference & ServingPrimaryMLOps & InfrastructureDev Tools & AutomationML Platform & InfrastructureCoding & Dev ToolsMultimodal AIOther AI / MLFoundation ModelsGenerative MediaModel Training

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Go100.0%

Timeline

Project created
Oct 29, 2020
Forked
Mar 13, 2026
Your last push
1 months ago
Upstream last push
6 days ago
Tracked since
Mar 13, 2026

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