Synthetic Data with David Berenstein and Ben Burtenshaw - Weaviate Podcast #118!
Weaviate Podcast
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Innovations in Synthetic Data Generation
This chapter examines the complex process of generating synthetic data and its integration with human feedback systems for training machine learning models. It focuses on various methodologies, such as persona-driven data generation and the use of the Persona Hub, which enhances the quality and diversity of datasets. The discussion also addresses challenges in refining data generation pipelines and the potential of knowledge graphs and social networks to create meaningful interactions among synthesized personas.
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