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💬 MLOps for NLP Systems with Charlene Chambliss
The MLOps Podcast
How to Scale Models for Inference
One thing we've used d is something called inference triage, a primer where you kind of use a smaller model to um gate keep like you're your larger model. That can save you a a lot of time and cost. M the second thing that makes m l ops challenging for n l p is just, it's really hard to do data augmentation in a way that's like actually semantically valid and automated.
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