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Depends on what you class as hobbyist but I am running a T4 for a few minutes to get acquainted with tools and concepts and I found modal.com really good for this. They resell AWS and GCP at the moment. They also have A100 but T4 is all I need for now.


Significantly more expensive than equivalent 3090 configuration if you can do model parallelism


What do you mean by this? I use less than the $30/m free included usage.

I am guessing you mean at some point just buy your own 3090 as it will be cheaper than paying a cloud per second for a server-grade Nvidia setup.


I think this is more applicable for training usecases. If you can get by with less than $30/mo in aws compute (quite expensive) then it likely does not make a didference.

What I mean is that you can rent out 4 3090 GPUs for much cheaper than renting an A100 on aws because you are not paying Nvidia's "cloud tax" on flops/$




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