neuralmagic/guidellm: Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs
SMRTR summary
GuideLLM is a tool for evaluating and optimizing large language model deployments. It simulates real-world inference workloads to assess performance, resource needs, and costs across hardware configurations, helping users achieve efficient and scalable LLM serving while maintaining service quality.
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