Grokking LLM Evals
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Comparing Against a Reference Answer
A customer writes: "The furnace is not producing any heat and it is below freezing outside. We have two small children." A dispatcher writes the reference summary for this test case: "No heat from the furnace during freezing weather. Two small children in the home."
The assistant produces two summaries on two runs. Summary A reads "Furnace not heating while it is below freezing outside; customer has two young kids." It is correct, yet it shares only three words with the reference. Summary B reads "No heat from the Heatmax furnace during freezing weather. Two small children in the home
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