27min chapter

Super Data Science: ML & AI Podcast with Jon Krohn cover image

707: Vicuña, Gorilla, Chatbot Arena and Socially Beneficial LLMs, with Prof. Joey Gonzalez

Super Data Science: ML & AI Podcast with Jon Krohn

CHAPTER

Exploring Long Context Windows in Models and Evaluating Model Performance

Delve into the importance of long context windows in models, discussing challenges like computational requirements and sparsification techniques. Learn about evaluating models' performance in finding hidden keywords within contexts, challenges in model retrieval methods, and the impact of Language Model Systems (LMS) in education. The chapter also touches upon using GPT chat interface for learning in coding and discusses the significance of open source versus closed source in research and development.

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