Understanding the Limitations of Off-the-Shelf Foundation Models in Preclinical R&D
BenchSci
JUNE 13, 2024
In recent years, artificial intelligence (AI) has reshaped numerous industries, enhancing innovation and efficiency through task automation and data analysis. This transformation is fueled, in part, by the rise of off-the-shelf foundation models, or large language models (LLMs), like OpenAI's GPT series, BigScience’s BLOOM, and Google's LaMDA. These powerful, pre-trained models, readily available through open-source or commercial platforms, have revolutionized natural language processing and und
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