Neural Magic has released GuideLLM, a new tool designed to evaluate and optimize the deployment of large language models (LLMs). GuideLLM offers a comprehensive solution for assessing the performance, resource requirements, and cost implications associated with deploying LLMs. This tool aims to facilitate the efficient use of open-source LLMs in various AI applications, contributing to advancements in machine learning and artificial intelligence.