Related: is it possible for me to download/try out a pretrained GPT-Neo?

Not currently. The code is on GitHub, but we do not have a public-facing model. We felt that the world doesn't need another GPT-2 replica, but if there's interest we can look into doing so though. We are planning on making our GPT-3 replica public facing though.

https://github.com/EleutherAI/gpt-neo