20min chapter

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

OLMo: Everything You Need to Train an Open Source LLM with Akshita Bhagia - #674

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Exploring the Evolution of Training Data Transparency

Delving into the shift from small curated data sets to large-scale ones, this chapter explores the challenges of understanding larger data sets and the role of automated tools in describing data distributions. It also discusses the nuances of training specific types of models, emphasizing the importance of documenting findings for future reference and improving model building practices. Additionally, it highlights the use of tools like Paloma to assess model performance across diverse domains and touches on the ethical considerations in model development.

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