Cannot deploy a small transformers model for prediction serving using Google Cloud AI Platform due to “Model requires more memory than allowed”

Question

I have a fine tuned distilgpt2 model that I want to deploy using GCP ai-platform.

I\'ve followed all the documentation for deploying a custom prediction