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MosaicML: Deep learning models for sale, all shapes and sizes

The Stack Overflow Podcast

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How to Maximize Efficiency and Cost

Lama Lama: There's a legit process. We usually try to kind of scale you up towards this kind of like largest or hero run that you're targeting. Thanks to our whole stack, we're actually able to train these models without any human intervention. He says the company has worked very hard to write high-performance streaming library so that your data will get streamed in, trained on the model. The checkpoints will get streamed out. Nothing is stored locally and everything is ephemeral. So even in those scenarios where you really need to use our infrastructure, we've still taken every precaution to make sure your data is safe.

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