Why it matters
LLMPerf targets LLM serving perf. Understanding shapes benchmark choice.
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The architecture
Concurrent clients + payload.
Measures TTFT, ITL, throughput.
Compare providers + engines.
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How it works end to end
github.com/ray-project/llmperf.
OpenAI-compatible API.
Provider + local + vLLM benchmarks.