Understanding evaluation collections in EvalHub
Define what “good” looks like before you run a single benchmark.
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How EvalHub manages two-layer Kubernetes control planes
From CR to evaluation run: How the EvalHub Kubernetes controller works.
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.