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Reproducible LLM Evals: Record the Run, Not Just the Score

Your eval suite scored 87% on Tuesday and 84% on Thursday. Nobody changed the prompt. Was it the model, the dataset, the grader, or noise? If the only thing you saved was the score, you can't tell, and a 3-point swing is exactly the size of change that drives real decisions about shipping a prompt…

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  1. 2026-11-08 13:46 · DEV Community — Machine Learning
    Reproducible LLM Evals: Record the Run, Not Just the Score

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