`build`: more formats to export your model

[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:

• [x] Python package
• [x] 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 :)

[daavoo]

Would love https://onnx.ai/

[daavoo]

And https://developer.nvidia.com/tensorrt :)

[judahrand]

BentoML compatible format? Alternatively, it might be good to contribute a MLEM runner to BentoML?

[aguschin]

last comment is related to https://github.com/iterative/mlem/issues/265