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ComfyDeploy: How ComfyUI-Transformers-Pipeline works in ComfyUI?
What is ComfyUI-Transformers-Pipeline?
Additional ComfyUI nodes to utilise the Transformers pipeline in a simple and modular way.
How to install it in ComfyDeploy?
Head over to the machine page
- Click on the "Create a new machine" button
- Select the
Editbuild steps - Add a new step -> Custom Node
- Search for
ComfyUI-Transformers-Pipelineand select it - Close the build step dialig and then click on the "Save" button to rebuild the machine
ComfyUI Transformers Pipeline
Overview
A collection of additional ComfyUI nodes for utilizing the Hugging Face Transformers pipeline in a modular and efficient manner.
Installation
Can be installed through the ComfyUI manager or ComfyUI cli
Nodes
Primary Nodes
- Model Loader: Loads transformer models.
- Caption Generator: Generates image captions.
- Batch Processor: Simple node to specify and handle lists to batch processing.
- Export Captions: Simple node to save text output to files based on original file input names.
Utility Nodes
- Debug Node: Allows connecting list nodes to a text output to view node outputs
- Debug Model Node: Allows connecting the model loader node to a text output to view node outputs and check configuration
- EXIF Metadata Extractor: Extracts camera metadata from images.
- Task List Node: Provides preset transformer tasks.
TODO
Short Term
- ⬜ Add tooltips nodes.
- ⬜ Move pipeline nodes into its own folders (that’s our primary focus really) with non-pipeline tasks separated.
- ⬜ fix logging to possibly Python’s logging module.
- ⬜ Add additional example nodes
Long Term
- ✅ Register in ComfyUI registry
- ⬜ look into multi-pass captions or outputs
- ⬜ add additional pipeline tasks
- ⬜ add multimodal tasks to the mix
- ⬜ Add additional output nodes
- ⬜ Allow setting different file extensions for output
Contributing
Pull requests are welcome. As well as Ideas, suggestions, anything at all. What works, what doesn’t, etc.
License
Please see license file.