Can LLMs predict the outcomes of machine learning experiments?
This work evaluates how accurately large Language Models predict the impact of self-generated ML experiment ideas before these are put into training runs to show that current LLMs have useful but limited intuition about which ML ideas will work.
Ayush Bansal, Aldo Pareja, S. Klein et al.
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