This tool is an extension node designed for ComfyUI that utilizes the LCM-based LoRA from the SSD-1B-anime model. It enables rapid image generation using a decoder called TAESD, enhancing the capabilities of the existing sampling methods.
- Allows users to leverage LCM for faster image generation.
- Integrates a custom sampler that is compatible with ComfyUI's architecture.
- Provides a TAESD decoder, facilitating usage similar to VAE, with adjustable batch size for memory management.
Context
This extension node enhances ComfyUI by incorporating the LCM-based LoRA from the SSD-1B-anime model, allowing for high-speed image generation. It is specifically tailored to work within the ComfyUI framework, although it does not guarantee compatibility with the original LCM version.
Key Features & Benefits
The primary feature of this tool is its ability to utilize LCM for expedited sampling processes, which significantly reduces the time required for image generation. Additionally, the integration of a custom sampler allows for flexible sampling options, catering to diverse user needs and enhancing the overall functionality of ComfyUI.
Advanced Functionalities
One notable advanced capability is the inclusion of the TAESD decoder, which is designed to operate similarly to a Variational Autoencoder (VAE). This functionality allows users to manage their VRAM usage effectively by adjusting the maximum batch size, ensuring smoother operation even on systems with limited resources.
Practical Benefits
This tool streamlines the workflow in ComfyUI by providing faster generation times and improved sampling options, which ultimately leads to enhanced control over the creative process. By integrating advanced decoding techniques, it ensures higher quality outputs while optimizing resource management.
Credits/Acknowledgments
The development of this tool is credited to the original authors of the latent consistency model found at latent-consistency-model and the contributors from ComfyUI-OtherVAEs.