Set Hub: Managing ML Assets and Version Control

Set Hub, a company co-founded by Yucheng Low, provides a platform that allows for version control and collaboration on large-scale ML assets. Set Hub solves the problem of data and model management, enabling data scientists and ML developers to track and manage different versions of models and data. It allows for easy reproducibility and supports collaboration among team members. Set Hub operates like a git-based back-end, but can handle repositories spanning from terabytes to petabytes of data. It is particularly useful for managing data sets that evolve over time and require multiple versions for analysis and model training.