Add Replicate demo and API

[chenxwh]

Hey @mkshing ! 👋

This pull request makes it possible to run your model inside a Docker environment, which makes it easier for other people to run it. We're using an open source tool called Cog to make this process easier.

This also means we can make a web page where other people can run your model! View it here: https://replicate.com/cjwbw/japanese-stable-diffusion

Replicate also have an API, so people can easily run your model from their code:

import replicate
model = replicate.models.get("cjwbw/japanese-stable-diffusion")
output = model.predict(prompt="サラリーマン 油絵")

You are more than welcome to modify the Replicate page (e.g. Example Gallery), let me know and I can transfer ownership to your Replicate account.

In case you're wondering who I am, I'm from Replicate, where we're trying to make machine learning reproducible. We got frustrated that we couldn't run all the really interesting ML work being done. So, we're going round implementing models we like. 😊

[mkshing]

Hi @chenxwh! Thank you for your interest and for deploying Japanese Stable Diffusion on the Replicate.
Your code looks good to me and I am happy to merge it. Although I don’t have any comments on your code at the moment, could I get the ownership for the case I change it in the future?
thank you in advance.
I will close this PR once our conversation is done :)

[chenxwh]

The page has been transferred to https://replicate.com/rinnakk/japanese-stable-diffusion now :)

There are several ways to modify the replicate page, you may refer to this for the steps. (When you push, cog.yaml and predict.py should be in the root directory and the weights should be downloaded and cached for faster load/inference for the demo).

If you need any further clarification, let me know!

[mkshing]

@chenxwh awesome! I will merge this then.