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What is the best way to multi model serving on local storage?

Open HyeongminMoon opened this issue 3 years ago • 1 comments

I executed Kserve successfully with my custom pytorch model(custom torchserve image) and local storage(PVC).

And I am trying to run multi model serving with same above environments, but I found current model-mesh only supports S3-based storage.

  1. Is there any method to open model-mesh with local storage now?
  2. If not, What is the best way to multi model serving on local storage(without model-mesh, such as using many InferenceServices?)

This is my settings:

  • Container: custom container based on torchserve-kfs:0.5.3-gpu
  • Storage: PVC
  • Model: MAR file from my custom pytorch model
  • Kserve==0.8.0

I need your help! Thanks!

HyeongminMoon avatar Apr 19 '22 08:04 HyeongminMoon

For this I'd recommend setting up local storage that is S3 compatible like Minio 👍🏼

bredamatt avatar Jun 18 '25 12:06 bredamatt