Description of problem:

eshortis reported an issue in https://redhat-internal.slack.com/archives/C05HGAR2DT5/p1768258035845449 an issue slack where the model name annotation set on the ai-model Resource does not always match the actual model name

It includes the model name plus the version from the model registry model version since that is the default, but you can change the deployment name from the RHOAI panel, and that got the model name running in the container out of sync

Prerequisites (if any, like setup, operators/versions):

Steps to Reproduce

Actual results:

model name needs adjustment

Expected results:

model name is correct or we make it easier for the user to tune

Reproducibility (Always/Intermittent/Only Once):

intermittent

Build Details:

Additional info (Such as Logs, Screenshots, etc):

we should allow for overrides our our defaults via custom property / inference service annotation to allow for adjustment just in case.

Should update the docs and probably the blog post once everything is finalized.