A simple comparison using SDXL model by Automatic1111 and ComfyUI-Before you start
Recently, the Stability AI team unveiled SDXL 1.0, an open model representing the next step in the evolution of text-to-image generation models. It's fully compatible with Automatic1111 and works seamlessly on ComfyUI as well. Currently, ComfyUI has become the second most popular app in the Stable Diffusion Ecosystem. However, there are few videos discussing the differences between these two applications. Here, we conducted tests on both systems to provide you with a clear and simple understanding of each. This way, you can gain more insights into these systems before delving into text-to-image generation.
The ComfyUI system allows easy modification of settings, eliminating the need to download any extra models like LoRA or ControlNet. You can effortlessly use these models in both systems.
While WebUI offers a straightforward way to use the SDXL model, it can be a bit slow, especially with older graphic cards. On the other hand, ComfyUI can generate images at a much faster pace. However, for beginners, it might be slightly more challenging to handle. Fortunately, you can use the PNG file containing almost all the necessary information to generate the image, significantly accelerating the learning process.
Both applications excel at producing stunning and realistic images. Using only a few keywords, the generated image quality is truly astonishing. SDXL is a game-changer in the field of text-to-image generation.
The EXCEL result is taken using
set COMMANDLINE_ARGS=--xformers --no-half-vae
in the webui-user.bat command line. When I add --medvram to this command line, it become
set COMMANDLINE_ARGS=--xformers --medvram --no-half-vae
The image generation speed increased dramatically. Thanks for Mr. Enricii comment. He pointed out it may help. In fact, it is really a lifesaver. I will make a corrected version soon.
📚 RESOURCES from the Internet
Stability AI news
https://stability.ai/blog/stable-diff...
SDXL 1.0 base model on Huggingface
https://huggingface.co/stabilityai/st...
SDXL 1.0 refiner model on Huggingface
https://huggingface.co/stabilityai/st...
SDXL knowhow-workflow of the best way to test this model, a game changer
• SDXL knowhow-workflow of the best way to t...
ComfyUI on GitHub
https://github.com/comfyanonymous/Com...
7-zip open source compress software
https://www.7-zip.org/
OSS Insight (Open Source Software Insight)
https://ossinsight.io/collections/sta...
ComfyUI workflow file
https://drive.google.com/file/d/1hrnv...
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