Train Image Loras for both SD 1.5 and SDXL, this tool facilitates the training process by automatically managing the necessary components and launching a secondary terminal for training operations. It also allows users to visualize inference samples directly within the interface, enabling real-time tracking of training outcomes.
- Supports training of Loras for both SD 1.5 and SDXL models.
- Features an "Easy Trainer" mode that simplifies the training process with default settings for users.
- Plans for future enhancements include chainable training options and more user-friendly nodes focused on specific styles and characters.
Context
This tool, ComfyUI_FL-Trainer, is designed to enhance the ComfyUI environment by streamlining the training of image Loras. It serves as a bridge for users looking to leverage the capabilities of Stable Diffusion models, specifically SD 1.5 and SDXL, by simplifying the setup and execution of training tasks.
Key Features & Benefits
The primary advantage of this tool lies in its ability to automate the training setup, which includes opening a secondary terminal for training processes. The "Easy Trainer" mode is particularly beneficial for users who prefer a straightforward approach, allowing them to input their images and captions without delving into complex configurations.
Advanced Functionalities
Future updates are aimed at introducing chainable training capabilities, which would enable users to start training from specific epochs or even from existing Loras. This feature would allow for dynamic adjustments during the training process, such as modifying learning rates and switching training datasets, thereby enhancing customization and efficiency.
Practical Benefits
By using this tool, users can significantly improve their workflow within ComfyUI, gaining better control over the training process while maintaining high-quality outputs. The real-time display of inference samples aids in immediate feedback, enabling quicker iterations and refinements to training strategies.
Credits/Acknowledgments
This tool is developed by contributors to the ComfyUI community, with ongoing enhancements planned based on user feedback and advancements in AI training methodologies. The repository is open source, encouraging collaboration and further development within the AI art space.