Inside Shopify's Commerce Foundation Models

Explore Shopify's commerce foundation models powering recommendations, ranking, and merchant similarity. Learn about their architecture and infrastructure for large-scale training and serving.

Overview

Shopify has built commerce foundation models that power recommendations, ranking, merchant similarity, and counterfactual analyses across its platform. This demo introduces use cases these models enable, the underlying architecture, and the infrastructure required to train and serve them at scale.

Tech stack