Elevating Product Machine Learning Models with LLMs [Coupang]

In this episode, we will explore how Coupang integrates Large Language Models (LLMs) to enhance its machine learning ecosystem. We'll break down Coupang’s business model, key machine learning categories, and the role of Foundation Models in improving efficiency and accuracy. Additionally, we'll walk through the LLM development lifecycle, discuss critical infrastructure decisions, and examine strategies for overcoming challenges such as GPU scarcity and scaling AI operations.

For more details, you can refer to their published tech blog, linked here for your reference:https://medium.com/coupang-engineering/accelerating-coupangs-ai-journey-with-llms-2817d55004d3