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nlathia avatar nlathia commented on September 15, 2024

Thanks for raising this @hauks96! Am thinking about what could work here, stay tuned 👀

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nlathia avatar nlathia commented on September 15, 2024

Main thoughts so far:

  • I think this is both possible and will make the file system storage implementation work more similarly to the cloud storage ones
  • I'm looking through the code base to ensure that I can make this change in a backwards compatible way (ie without breaking current modelstore users who are using the file system storage)

A very short term solution that could work in the mean time is to not copy the file system directory into your docker container, but just copy over the model you need for that specific container (I'm assuming you just need 1?). I've been meaning to create an example of this, will do that first.

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nlathia avatar nlathia commented on September 15, 2024

Thanks again for raising this @hauks96 - and apologies for the delay getting to this. I've opened the PR above which should enable this to work; I'll need to test it a bit more before merging & then this can get shipped with the next version of modelstore. Feedback welcome!

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