Run Cluster Validation Suite (CVS) inference and benchmarking test suites

2026-09-24

2 min read time

Applies to Linux

LLM serving, disaggregated prefill/decode, and diffusion workloads for cluster-scale inference validation.

Suite	How to run	Config reference
vLLM	Run vLLM LLM inference tests with CVS	vLLM inference benchmark configuration file for Cluster Validation Suite (CVS)
ATOM	Run ATOM LLM inference benchmarks with CVS	ATOM inference benchmark configuration file for Cluster Validation Suite (CVS)
SGLang	Run SGLang LLM inference benchmarks with CVS	SGLang inference benchmark configuration for Cluster Validation Suite (CVS)
xDiT	Run xDiT diffusion inference tests with CVS	xDiT inference benchmark configuration for Cluster Validation Suite (CVS)

See also Run Cluster Validation Suite (CVS) test suites on AMD Instinct GPU clusters for common cvs run flags and workflow.