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Introduction
This chapter introduces guest speaker Walid Kaduz, chief scientist at any scale, and discusses the advantages and disadvantages of open source and proprietary language models, focusing on GPT 4 and GPT 3.5 turbo. They explore the cost-effectiveness and performance of models like llama 270B and Zephyr compared to GPT 3.5 turbo.