This repository contains a collection of custom nodes designed for ComfyUI, focusing on enhancing workflow through randomization of LoRAs (Latent Representations) and dynamic prompt management. It provides unique tools for users to manipulate prompts and LoRAs with advanced features such as random selection, weighted choices, and file management.
- Supports randomization of LoRAs with adjustable strengths, allowing for flexible experimentation.
- Features a Wildcard Manager that enables complex, dynamic prompts through a user-friendly syntax.
- Includes file management tools for easy handling of wildcard files directly within the ComfyUI interface.
Context
This toolset is an extension for ComfyUI, specifically aimed at enhancing user capabilities in generating AI art by randomizing LoRAs and managing dynamic prompts. The nodes facilitate a more creative and efficient workflow, allowing users to easily incorporate variability and complexity into their art generation processes.
Key Features & Benefits
The primary features include the Wildcard Manager, which allows for the creation of dynamic prompts with random selections, nesting, and weights. Additionally, the Randomize LoRAs node offers the ability to select and combine different LoRAs with varying strengths, enabling users to explore diverse artistic outcomes. The interface streamlines file management, making it easier to edit and organize wildcard files without leaving the ComfyUI environment.
Advanced Functionalities
Advanced functionalities include the ability to randomize LoRAs independently from the seed, ensuring that selections remain varied across different runs. The Wildcard Manager supports complex syntax features such as nesting and weighted choices, allowing for intricate prompt generation. Furthermore, the Extract And Apply LoRAs node facilitates the reuse of previously utilized LoRAs with their respective strengths, enhancing consistency in workflows.
Practical Benefits
This tool significantly improves workflow efficiency by enabling users to generate diverse outputs quickly and intuitively. The ability to manage wildcards and LoRAs directly within the ComfyUI interface reduces the need for external file management, saving time and enhancing the user experience. Overall, it empowers artists to exert greater control over their creative processes and achieve higher quality results.
Credits/Acknowledgments
This project is built upon contributions from various developers, including Suzie1, who provided foundational randomization logic, and jitcoder, who assisted with extracting trigger words from LoRA files. The development was also supported by AI tools such as ChatGPT, Claude.ai, and Gemini from Google AI, which aided in coding and implementing features.