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This chapter focuses on getting the maximum efficiency from Generative AI with minimal resource consumption. Achieving maximum efficiency involves getting the best results out of the LLM. Hence, this chapter starts by explaining the need to evaluate an LLM. It also discusses hallucinations, which are made-up results that are not factual.

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LLM Evaluation and Optimization

  • 章节

  • 发表日期：

    2025年

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  • Arindam Ganguly

摘要

This chapter focuses on getting the maximum efficiency from Generative AI with minimal resource consumption. Achieving maximum efficiency involves getting the best results out of the LLM. Hence, this chapter starts by explaining the need to evaluate an LLM. It also discusses hallucinations, which are made-up results that are not factual.