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Notes on AI benchmarks, the gap between self-reported and reproduced scores, and how to turn spare subscription tokens into evaluation data anyone can check.
FeaturedOct 2, 20268 min read
Self-reported vs reproduced: why BenchHub exists, and how to reproduce a benchmark in 10 minutes
Most benchmark numbers are measured by the vendor that trained the model. Here is what the BenchHub registry contains, a step-by-step ltb CLI walkthrough from search to push, and the honest limits of the data today.
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