Integrating Kueue with EvalHub: A Complete Guide to Production-Ready LLM Evaluation Job Management
EvalHub is a service for running LLM (Large Language Model) evaluation benchmarks in Kubernetes environments. As organizations scale their AI/ML workloads, they face increasing challenges around resource management, fair sharing, and job prioritization. This is where Kueue comes in. Kueue is a Kubernetes-native job queueing system that provides sophisticated workload management capabilities. This guide explores why and how to integrate Kueue with EvalHub to build a production-ready evaluation platform.