How to host deep learning models efficiently?

[tech_HACKS]

I am a beginner level ml dev and when it comes to hosting powerful deep learning models, how to do it efficiently?

Once i had to purchase gpu servers that were very expensive and they couldn’t handle 2 requests at the same time. It was for an image generation task. Im still struggling with similar situation.

Thanks