INDUSTRY INSIGHTS
How exposed are you to a hub change?
Fully exposed
0 / 10
Pin versions and copy your production weights first. Those two items cover most of the risk.
Model versions pinned to a commit hash, not 'main'
Weights for your production models copied to storage you control
License of each model saved next to the weights
Datasets you train on mirrored too
Loading code that works offline from a local path
A second runtime that doesn't need Nvidia GPUs tested
A named owner who watches hub terms and announcements