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Importance of Validation Techniques for Models
The chapter discusses the role of humans in the loop during training and fine-tuning, emphasizing the significance of high-quality data and the need for organizations to prove the value of their use cases before investing in data and infrastructure. It also explores practical examples and use cases for validation and guardrails in the context of LLMs, such as customer support chatbots and maintaining brand representation in chatbot interactions.