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This repository was archived by the owner on Sep 13, 2023. It is now read-only.
This repository was archived by the owner on Sep 13, 2023. It is now read-only.

build: more formats to export your model #208

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@aguschin

MLEM could be a powerful tool if you need to distribute your model with different channels and use it in different circumstances (or easily switch between those). This could be a part of Value Props for us. So I think MLEM should be able to convert/build/export MLEM model to any widely used format and back, including:

  • Python package
  • Docker image
  • MLflow format
  • Seldon-compatible format
  • Pickle
  • .pt
  • .h5
  • apache TVM
  • onnx
  • Nvidia tensorrt
  • Explore integration with Ivy to export to ML frameworks other than the model was trained with

This list is going to be updated. Please feel free to post a comment or upvote the existing ones if you need something we don't support yet :)

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    ✨ epicHigh-level task that should be split into small onesbuildExporting models (building model packages)enhancementNew feature or requesthelp wantedExtra attention is neededserializationDumping and loading Python objects

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