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#introductions
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# introductions
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Soumen Ghosh

12/07/2022, 9:24 PM
Hi - this is Soumen. I'm exploring MLOps tools for our small data science team. As of now we have kubeflow installed but we don't use it that often (except 1 specific project).
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Samhita Alla

12/08/2022, 5:11 AM
Welcome, @Soumen Ghosh! You may find this blog post helpful: https://www.union.ai/blog-post/production-grade-ml-pipelines-flyte-vs-kubeflow.
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Martin Stein

12/08/2022, 5:25 PM
Hi @Soumen Ghosh Welcome!
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Ketan (kumare3)

02/03/2023, 4:19 PM
@Soumen Ghosh have you been able to make progress
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Soumen Ghosh

02/04/2023, 12:34 AM
Hi Ketan - Unfortunately, no due to b/w limitations. Beyond just the pipeline and experiment tracking, I was also looking for comparing run/experiments, model registry (staging, comparing model metrics, parameters etc., tracking other associated artifacts with a model etc.), deployment as service (for internal testing and collaborations) - I could not manage to find b/w to read how flyte addresses all of these.
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Ketan (kumare3)

02/04/2023, 1:35 AM
Hopefully we will Have more on this soon. Keep a lookout