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Integration of MLFlow and Other Registries Support

Open Dhanunjaya-Elluri opened this issue 1 year ago • 7 comments

Kubeflow's model registry Python client supports only HuggingFace.

  • Extend this model registry to support MLFlow and other popular registries

Dhanunjaya-Elluri avatar Mar 19 '24 18:03 Dhanunjaya-Elluri

@lampajr I would like to work on this task as a part of GSoC 2024.

Dhanunjaya-Elluri avatar Mar 19 '24 18:03 Dhanunjaya-Elluri

@Dhanunjaya-Elluri you are welcome to submit as proposal but it will be a small project. You can welcome to contribute outside of Gsoc too.

rareddy avatar Mar 19 '24 20:03 rareddy

Hi @rareddy, thanks for your quick reply. I already submitted proposal. But I can start looking into this right now. Do you have any suggestions to get started? For example acceptance criteria for this task.

Dhanunjaya-Elluri avatar Mar 19 '24 21:03 Dhanunjaya-Elluri

@Dhanunjaya-Elluri if your approach is going to be similar to HF work I suggest take look that.

See this https://github.com/opendatahub-io/model-registry-bf4-kf/issues/133 look at the comment I made about the abstracting API, I still believe that is the right way to develop a feature that can fit consistent API or a little variation of it if you are feeling little brave. well acceptance criteria is that works and have unit tests, an documented example.

rareddy avatar Mar 22 '24 00:03 rareddy

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

github-actions[bot] avatar Jun 20 '24 04:06 github-actions[bot]

We need this (maybe reframed, rescoped) as part of roadmap.

/lifecycle frozen

tarilabs avatar Jun 20 '24 06:06 tarilabs

@Dhanunjaya-Elluri you still interested in this? how is @mzhl1111 work related?

rareddy avatar Jul 04 '24 13:07 rareddy