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AI Fundamentals: Datasets 101

Latent Space: The AI Engineer Podcast

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The Role of Datasets in AI Development

This chapter explores the significance of various datasets in the instruction tuning of AI models, particularly focusing on Common Crawl and its impact on natural language processing. It discusses the complexities of data collection and the challenges related to data quality and representation, including the implications of specific datasets like C4, Reddit, and open-source books. The conversation emphasizes the importance of clean licensing and documentation for training models effectively and ethically.

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