guidellm

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Benchmark-driven configuration optimization for vLLM inference servers

python benchmarking machine-learning performance ai offline gpu optimization cuda inference optuna local-first llm vllm guidellm

Auto-tuning for vllm. Getting the best performance out of your LLM deployment (vllm+guidellm+optuna)

Artifact-backed LLM serving performance lab for vLLM baselines, official metrics, GuideLLM checks, and SGLang/PD scaffolding

Results parser for guideLLM with OpenSearch indexing capabilities

python elasticsearch performance opensearch llm guidellm

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