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Deployment

Deployment Guide

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Deployment Matrix

EnvironmentShardingLive ServeRegression GateEffort
Local DeploymentManual via env varsnel servenel compareMinimal
Docker ComposePer-container env varsdocker-compose serviceScriptLow
SLURMnel eval run with executor confignel servesbatch chainMedium
Kubernetes DeploymentIndexed JobDeployment + ServiceCI pipelineMedium
Ray Deployment@ray.remote tasksN/AScriptMedium
GitLab CICI variables per jobN/Aregression:check stageLow

Which deployment to choose?

No Yes Yes No How big is your eval? > 1000 problemsor > 4 repeats? Local CLInel eval run What infra? HPC cluster Cloud / K8s Ray cluster SLURMnel eval run config.yaml K8s Indexed Job Ray launcher Need regression gate? GitLab CI Done