I recently came across Guild AI and found the workflow and toolsets to be very useful for my experiment tracking and workflow management.
I was wondering if Guild AI has something similar to that of hydra.cc, where the guild files can be constructed in a compositional manner.
My codebase is usually broken down into different modules and I have been using hydra to track, manage, and reuse these configuration files as a means for reproducibility (i.e. feeding back in persisted config files as artifacts and using them to reproduce results) and modularity (i.e. editing/swapping out only parts of the config file for the corresponding components of my pipeline) for my ML codebase. One issue I notice is that these guild files can tend to be very long and verbose, so breaking them down into modular components can be something very useful and also easy to maintain.
Any thoughts on whether this may be possible to implement/integrate within Guild AI?