GitLab

Try to keep models on the vram when possible.

Better lowvram mode for controlnets.

If the same node id with the same class exists between two executions the
same instance will be used.

This means you can now cache things in nodes for more efficiency.

"node_errors" contains a dict keyed by node ids. The contents are a message
and a list of dependent outputs.

* allow nodes to map over lists

* make work with IS_CHANGED and VALIDATE_INPUTS

* give list outputs distinct socket shape

* add rebatch node

* add batch index logic

* add repeat latent batch

* deal with noise mask edge cases in latentfrombatch

* Add clipspace feature.
* feat: copy content to clipspace
* feat: paste content from clipspace

Extend validation to allow for validating annotated_path in addition to other parameters.

Add support for annotated_filepath in folder_paths function.

Generalize the '/upload/image' API to allow for uploading images to the 'input', 'temp', or 'output' directories.

* rename contentClipboard -> clipspace

* Do deep copy for imgs on copy to clipspace.

* add original_imgs into clipspace
* Preserve the original image when 'imgs' are modified

* robust patch & refactoring folder_paths about annotated_filepath

* Only show the Paste menu if the ComfyApp.clipspace is not empty

* instant refresh on paste

force triggering 'changed' on paste action

* subfolder fix on paste logic

attach subfolder if subfolder isn't empty

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Co-authored-by: Lt.Dr.Data <lt.dr.data@gmail.com>

Fire executed event on node when message received

@classmethod
    def INPUT_TYPES(cls):
        return {
            "hidden": {"unique_id": "UNIQUE_ID"},
        }