Jupyter notebooks

[JohnTigue]

This issue is the hub for tracking SD-based Jupyter notebooks. See also SageMaker (#27).

All the big cloud platforms have services for deploying Jupyter notebooks:

• On AWS (Amazon): SageMaker (see our #27)
• On Google: Colab
• On Azure there are multiple ways of deploying notebooks

Simply because notebooks are awesome, Jupyter notebooks have been adopted by the SD community. But surely Colab providing access to free GPUs has something to do with the adoption :). Nonetheless, there are some very nice SD Jupyter notebooks out there.

Some notebooks that deploy SD tech

• [ ] #40
• [ ] #35

[JohnTigue]

Katherine Crowson is a big player in the SD world. She was one of the solo guests on the Stability "conference" in December. She both puts out art but also is a tool maker. For example, here is one of her notebooks, Stable Diffusion KLMC2 Animation:

Generate animations with Stable Diffusion 1.4, using the KLMC2 discretization of underdamped Langevin dynamics. The notebook is largely inspired by Ajay Jain and Ben Poole's paper Journey to the BAOAB-limit—thank you so much for it!

[JohnTigue]

And pursuant to my previous comment, here is the latest example animation work derived from Crowson's KLMC2 notebook: David Marxon Twitter:

Now we're cooking! KLMC2 dreaming from an init image (fork of @RiversHaveWings nb), ramping up noise and guidance (keyframe all the things!) to collect local semantic inertia before exploring the latent, w/ prompt via @pharmapsychotic 's CLIP interrogator :)

[JohnTigue]

Continue from previous comment… David Marx on twitter:

Here's my fork of @RiversHaveWings KLMC2 notebook which adds keyframing for prompts and a few other things [on Colab]

[JohnTigue]

10 Awesome Google Colab Notebooks on Stable Diffusion

[JohnTigue]

No idea where I found this over the last three weeks: EasyMode_Stable_Diffusion.ipynb

[JohnTigue]

created a site to share and find Colab Notebooks which links to https://docs.google.com/spreadsheets/d/1xqR0lZ1Fd5WbNcEdU2zomIbdTKyrna8YlXja_5Q8hyY/edit#gid=1321374049

[JohnTigue]

Would it be possible to train my own SD model in Google Colab? Answer: yes.

[JohnTigue]

I'm starting to see folks just using Dockerize SD and then JupyterLab for the UI. This is good.

[JohnTigue]

One of the weird quirks of Invoke that we recently ran into is that there is no way to upload models into it via the webui. The models have to downloaded to the server (outside the InvokeAI webUI) and then the server can find the files in a folder it is pointed at.

JupyterLab has webUI for uploading files and downloading files: 1.4) Importing and Exporting Data in JupyterLab