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Is your feature request related to a problem? Please describe.
As follow up of the KServe ClusterStorageContainer [0] exploration [1] I would suggest to include a ModelRegistry specific storage initializer as part of this repository.
Benefits:
Showcase the model registry usage and motivation
Encourages the adoption of model registry
Make the model serving through model registry easier
Limitations:
Feature not supported for model-mesh deployments [2]
NOTE: the linked PoC was just a starting point, therefore there might be further improvements required, e.g., managing private locations.
Describe the solution you'd like
Provide a Model Registry Custom Storage Initializer container image that would allow users to serve ML models using model-registry custom URI formats like:
Is your feature request related to a problem? Please describe.
As follow up of the KServe
ClusterStorageContainer
[0] exploration [1] I would suggest to include a ModelRegistry specific storage initializer as part of this repository.Benefits:
Limitations:
[0] https://kserve.github.io/website/0.11/modelserving/storage/storagecontainers/
[1] https://github.com/lampajr/model-registry-storage-initializer
[2] kserve/modelmesh-serving#471
Describe the solution you'd like
Provide a
Model Registry Custom Storage Initializer
container image that would allow users to serve ML models using model-registry custom URI formats like:The proposed implementation (based on the PoC) would manage URIs with this format:
model-registry://${REGISTERD_MODEL_NAME}/${MODEL_VERSION_NAME}
.In order to make the new custom storage initializer image available, cluster admins should create a
ClusterStorageContainer
CR like the following one:Describe alternatives you've considered
n/a
Additional context
n/a
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