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vllm bench

Overview

vLLM bench subcommand.

Subcommands

Command Description
mm-processor Benchmark multimodal processor latency across different configurations.
forward Benchmark the model forward of exact batches as CUDA graphs.
latency Benchmark the latency of a single batch of requests.
serve Benchmark the online serving throughput.
startup Benchmark the startup time of vLLM models.
sweep Benchmark for a parameter sweep.
throughput Benchmark offline inference throughput.