This repository provides a set of custom nodes for ComfyUI that facilitate easy access to trigger words or tags associated with Lora (and Lycoris) models. It enhances the workflow for users by enabling the retrieval of relevant tags from various sources, improving the integration and use of Lora models in AI art generation.
- Offers advanced nodes that allow users to fetch and manage Lora tags efficiently.
- Integrates with the Civitai API to pull trigger words and metadata for enhanced model training.
- Supports stacked Lora configurations for more complex model setups and tag management.
Context
This tool is an extension of ComfyUI designed specifically for managing Lora trigger words. It allows users to easily access and utilize tags that trigger specific behaviors in Lora models, thereby streamlining the process of generating AI art.
Key Features & Benefits
The tool includes several nodes that serve distinct functions:
- LoraLoader nodes provide options to fetch tags from Civitai or model metadata, enabling users to easily manage and apply relevant tags in their workflows.
- TagsSelector allows users to filter and weight tags, giving them precise control over the influence of each tag in the generation process.
- TagsFormater helps visualize available tags sorted by their frequency of use, making it easier for users to select the most relevant tags for their projects.
Advanced Functionalities
Advanced nodes like LoraLoaderAdvanced and LoraLoaderStackedAdvanced offer features that include the ability to force-fetch data from Civitai and toggle Lora previews. These nodes support the chaining of tag selectors and stacked Lora configurations, allowing for more sophisticated setups and combinations of tags and models.
Practical Benefits
This tool significantly enhances user workflow by providing quick access to Lora tags and allowing for better control over the tag selection process. By integrating these functionalities, users can improve the quality of their AI art outputs, streamline the management of multiple Lora models, and efficiently tailor their art generation processes.
Credits/Acknowledgments
This project is a fork of the original work by Extraltodeus and builds upon the functionalities provided by Pythongossss's ComfyUI-Custom-Scripts. The repository is licensed for open-source use, promoting collaboration and further development within the AI art community.