Support multiple scripts modifying latent #36
Merged
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
PAG and the upcoming S-CFG (#35) both modify the latent. Each implementation hijacks the original combine_denoised function which is cumbersome.
This PR defines a new class
CFGCombiner
which handles patching the combine_denoised function, and adds the guidance from each script in a deterministic way.Also handles an error in cases where get_xyz_axis_options for scripts referenced in incantation_base are not implemented.
Scripts that wish to modify the latent have their parameters added to the StableDiffusionProcessing incant_cfg_params dict.