Search Results for author: Zachary Zhou

Found 2 papers, 0 papers with code

Assessing Resource-Performance Trade-off of Natural Language Models using Data Envelopment Analysis

no code implementations2 Nov 2022 Zachary Zhou, Alisha Zachariah, Devin Conathan, Jeffery Kline

We report empirical results of DEA applied to 14 different language models that have a variety of architectures, and we show that DEA can be used to identify a subset of models that effectively balance resource demands against performance.

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