A set of custom nodes for ComfyUI developed by TensorKaze, this repository focuses on enhancing the user experience through advanced sampling, latent manipulation, and image processing capabilities. It is specifically designed to optimize workflows in both Flux-based and general diffusion tasks.
- Provides advanced sampling techniques tailored for Flux.1, allowing users to fine-tune their image generation processes.
- Includes utilities for loading and scaling images, facilitating seamless integration into various workflows.
- Supports the loading of multiple models and configurations, enabling efficient management of complex tasks.
Context
This repository offers a collection of custom nodes specifically designed to improve the functionality of ComfyUI. Its primary aim is to enhance workflows related to image generation and manipulation, particularly for users working with Flux models.
Key Features & Benefits
The tool includes unique nodes such as the FluxAdvancedSampler, which allows for customizable sampling parameters, and the MultiModelLoader, which simplifies the process of loading multiple models and configurations. These features significantly improve the efficiency and control users have over their image generation tasks.
Advanced Functionalities
Among its advanced capabilities, the FluxLatentSampler generates adjustable latents tailored for Flux workflows, enabling users to create latents with specific resolutions and sampling adjustments. Additionally, the LoadModelAndUpscaleImage node enhances image quality through pretrained upscale models, further refining the output of diffusion processes.
Practical Benefits
This set of nodes streamlines complex workflows, providing users with greater control and flexibility when working with images and models in ComfyUI. By facilitating advanced sampling and efficient model loading, it enhances the overall quality and efficiency of the image generation process.
Credits/Acknowledgments
The tools were developed by TensorKaze and are contributed to the open-source community under a license that encourages collaboration and improvement. Users are encouraged to refer to the ComfyUI interface for detailed descriptions of each node and to engage with the community for support and feature requests.