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48-Hour Field Notes: My Homemade Eval Set Was Scoring My Prompt, Not the Model

This story is from 2026-10-27. It is preserved in the archive; the latest stories are on the live feed.

I spent two days comparing models on my own little eval set, and the winner changed every time I reordered the examples. That is not a model difference, that is my eval set leaking. Here is the setup. Free model access means I can afford three repeats per item instead of one, and a free server opti…

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  1. 2026-10-27 13:55 · DEV Community — AI
    48-Hour Field Notes: My Homemade Eval Set Was Scoring My Prompt, Not the Model

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