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Fine-Tuning LLMs, Hugging Face & Open Source with Lewis Tunstall #49

AI Stories

CHAPTER

Navigating Open Source NLP Models

This chapter explores the advantages of open source models within specialized niches, focusing on the speaker's journey with Hugging Face and transformer applications. It highlights a significant project involving demographic data extraction in the medical field and the development of a comprehensive guide for data scientists on using these models. Additionally, the chapter discusses evolving architectures in natural language processing, comparing BERT with advanced models like GPT-4 and examining training approaches for encoder-decoder systems.

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