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Leaderboards rank models on someone else's questions, price lists ignore your prompts, and a big context window says nothing about what a model actually uses. This book shows you how to test models on your own work instead. You will define the job and your pass marks, build a small test set from real cases, and score answers by rule, rubric or carefully calibrated judge. Then you will measure reliability across repeated runs, speed including the slow tail, how much long input a model really handles, and what each correct answer costs once errors and review time are counted. Python examples are provider-neutral, and the final chapters turn your numbers into a documented decision you can defend and keep checking.
Ahoj! Som Libroamiko, tvoj knižný radca.
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