Long Stable Diffusion: pipeline of generative models to illustrate long stories

I really wanted to illustrate long stories with Stable Diffusion! So, hacked together this pipeline:

Long text -> GPT-3 suggests illustration ideas -> GPT-3 translates from English to "prompt-English" -> Stable Diffusion outputs images

Open source: https://github.com/sharonzhou/long_stable_diffusion

Here's a published story, illustrated by this repo, titled "Never Hire a Herd of Goats to Mow your Lawn": https://storiesby.ai/p/never-hire-a-herd-of-goats-to-mow

That story is AI-written, AI-narrated, AI-illustrated story, which a couple friends and I have been generating.

An earlier story made the top of HackerNews a week ago: https://news.ycombinator.com/item?id=32652673. I was too slow to illustrate that earlier week's piece, so it became clear to me that I had to automate myself with this repo... definitely not overengineering the solution.

Anyways, hope you like it or parts of it. Pull requests veryyyy welcome. This was just a weekend project to keep my GPUs company.

Tweet with more stuff, if at all interesting: https://twitter.com/realSharonZhou/status/156703103573259468...