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Uploading docker image is suboptimal #690

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aguschin opened this issue Jul 11, 2023 · 0 comments
Open

Uploading docker image is suboptimal #690

aguschin opened this issue Jul 11, 2023 · 0 comments
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build Exporting models (building model packages) deploy Related to model deployment enhancement New feature or request feedback User's feedback

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@aguschin
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It seems that, to deploy to Heroku and Fly.io, you don’t have to build and upload the docker image. But those don’t offer GPU instances. So, for a model using GPUs, I have to build and upload a docker image (which are around 8GB). This can take up to 1 hour, with Mexico’s slow internet (when there is no internet interruption). This negates the advantage of having a mlem folder of small size (<1GB)

@aguschin aguschin added enhancement New feature or request deploy Related to model deployment build Exporting models (building model packages) feedback User's feedback labels Jul 11, 2023
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Labels
build Exporting models (building model packages) deploy Related to model deployment enhancement New feature or request feedback User's feedback
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