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Benchmark Suites
vLLM provides comprehensive benchmarking tools for performance testing and evaluation:
- Benchmark CLI:
vllm benchCLI tools and specialized benchmark scripts for interactive performance testing. - Parameter Sweeps: Automate
vllm benchruns for multiple configurations, useful for optimization and tuning. - Performance Dashboard: Automated CI that publishes benchmarks on each commit.