A statistical approach to model evaluations.
A research paper from Anthropic on how to apply statistics to improve language model evaluations
Read in full here:
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To be frank, I’m actually stunned that this is not already normal. A result of leaving comparative analytics to the media, rather than being performed by the data scientists.