This repo demonstrates how to extract and run GPT J, find the new updated version here: https://github.com/mystic-ai/pipeline/blob/main/examples/pipeline_cloud/premade/gpt-j/gpt-j:v1.0-fp16.py. In that link is an example running GPT J that is also deployed as an API at pipeline.ai