4min chapter

The Joe Reis Show cover image

Matt Sharp & Chris Brousseau - Writing "LLMs in Production" (the midway edition)

The Joe Reis Show

CHAPTER

Navigating Challenges in Implementing Large Language Models

Exploring the complexities of building and deploying large language models (LLMs) for real-world applications, addressing stages from pre-training to fine-tuning for specific tasks like HR chatbots. The chapter emphasizes overcoming challenges in meaning representation, data science, engineering large models, and aligning model output with desired outcomes.

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