A High Level Guide to LLM Evaluation Metrics

Developing an understanding of a variety of LLM benchmarks & scores, including an intuition of when they may be of value for your purpose

David Hundley
Towards Data Science
17 min readFeb 27, 2024

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Title card created by the author

It seems that almost on a weekly basis, a new large language model (LLM) is launched to the public. With each announcement of an LLM, these providers will tout…

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Principal machine learning engineer at a Fortune 50 company, 5x AWS certified, 2x HashiCorp certified, 1x GCP certified, M.A. in Org Leadership, PMP, ChFC, CSM