AIPerf tool benchmarks LLM inference performance at scale

1. Install and configure the AIPerf benchmarking tool on your deployment system.
2. Define the scale and concurrency parameters for your LLM inference workload.
3. Run the AIPerf benchmark to simulate real-world user prompts and responses.
4. Analyze the resulting performance metrics to identify latency bottlenecks in your system.