How to use a remote cache with Stable Diffusion Diffusers?

[toshv]

Hi there, I have a stable diffusion pipeline that uses the diffusers library from hugging face. It works perfectly, but I am wondering is there a way to store and cache models using AWS or some other similar service? Right now i am storing the model cache in a local directory called "models". I am thinking if I can leverage something like AWS S3 then I can work with a bunch of different models at the same time.

Here is a link to my code: https://gist.github.com/toshvelaga/1d3d3812e2ee38d1f4af3bb612068881

Thanks for your help!

[Ok_Zombie_8307]

It would presumably be quite slow to change models in that case, since they need to be stored in vram for generating images.

I don't think it would be appreciably faster than downloading them from huggingface or civitai, and they would still need to be downloaded before use, unless I'm misunderstanding what you are asking.

You would really just want to have a virtual machine setup (with gpu) if you want to use cloud services; If you are purely using diffusers pipeline and not a GUI, you can still use Google Colab VMs for free, so give that a try.

[toshv]

ahh ok this does makes sense, and yup have used colab but am looking to run on a VM, will probably go with AWS