Simple script to generate a file of InvokeAI prompts and settings
that scan across steps and other parameters.
To use, create a file named "template.yaml" (or similar) formatted like this
>>> cut here <<<
steps: "30:50:1"
seed: 50
cfg:
- 7
- 8
- 12
sampler:
- ddim
- k_lms
prompt:
- a sunny meadow in the mountains
- a gathering storm in the mountains
>>> cut here <<<
Create sections named "steps", "seed", "cfg", "sampler" and "prompt".
- Each section can have a constant value such as this:
steps: 50
- Or a range of numeric values in the format:
steps: "<start>:<stop>:<step>"
- Or a list of values in the format:
- value1
- value2
- value3
Be careful to: 1) put quotation marks around numeric ranges; 2) put a
space between the "-" and the value in a list of values; and 3) use spaces,
not tabs, at the beginnings of indented lines.
When you run this script, capture the output into a text file like this:
python generate_param_scan.py template.yaml > output_prompts.txt
"output_prompts.txt" will now contain an expansion of all the list
values you provided. You can examine it in a text editor such as
Notepad.
Now start the CLI, and feed the expanded prompt file to it using the
"!replay" command:
!replay output_prompts.txt
Alternatively, you can directly feed the output of this script
by issuing a command like this from the developer's console:
python generate_param_scan.py template.yaml | invokeai
You can use the web interface to view the resulting images and their
metadata.
