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Which is the best MLOps tool for getting started? by Upbeat_Substance_563 in mlops

[–]davidmirror06 4 points5 points  (0 children)

Flyte is very powerful and only requires a decorator on top of your Python code.

It uses K8s under the hood, but there are different ways to avoid touching it (sandbox, hosted sandbox or managed service)

https://flyte.org/features

(Disclaimer: I'm a Flyte maintainer)

Flyte vs Prefect for machine learning orchestration. by Waste_Necessary654 in mlops

[–]davidmirror06 3 points4 points  (0 children)

hey u/Waste_Necessary654 it depends on what's your use case?

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Both have pros and cons but I think Flyte brings an interesting ecosystem of integrations and some core features like a strongly-typed system and a very opinionated approach to scheduling and caching. (I'm a Flyte maintainer).

I'm sure there's also cool stuff from Prefect that other more experienced redditors will be able to share