Computational needs for AI/ML Researchers

What are the common problems one can face when we rent computation from small cloud providers like (CoreWeave, Jarvislabs) instead of Giants like AWS or GCP?

When should I choose the traditional cloud computation & when should I go for these small cloud providers?

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