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The Long Tail of ML Deployment // Tuhin Srivastava // MLOps Podcast #161
MLOps.community
The Benefits of Having Engineers as the Primary Archetype
Abby: One of the things I was concerned about when we say, hey, we're going to advocate for microservices or API based solution is how do they scale. How do you work past those challenges? Abbie: You just go treated just like, you would with a traditional API, right? And that's what we're trying to get to as well, which is like, you know, you have versions on your model, but there's only one primary version. If you want to call another version, that still works, but you need to keep track of what is primary and what is the main version.
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