How to Install SDXS in ComfyUI | Step-by-Step Tutorial | Real Time Stable Diffusion
TLDRXiaomi's groundbreaking AI project, SDXS, generates images at 100 frames per second on a single GPU. This tutorial guides users through installing SDXS in ComfyUI, emphasizing the need for updated software and specific file installations like UNET, Clip, and VAE for seamless operation. While the image quality may not match standard stable diffusion, the speed is unparalleled, promising high-quality real-time image generation in the near future.
Takeaways
- π The AI world sees rapid advancements, with new developments daily.
- π± Xiaomi has recently revealed a project named SDXS, diversifying from its usual product range.
- πΌοΈ SDXS boasts an impressive image generation speed of 100 frames per second on a single GPU.
- π» To run SDXS in ComfyUI, ensure your ComfyUI is updated to the latest version through Stability Matrix.
- π Download the workflow file from the provided URL and add it to your ComfyUI window.
- π οΈ Install necessary files like UNET, Clip, and VAE for the project to function correctly.
- π Rename the UNET file to include 'SDXS' for clarity and place it in the appropriate ComfyUI/Models/UNET folder.
- π Similarly, install the Clip file in the ComfyUI/Models and the VAE file in the VAE folder or shared Models folder.
- π After setup, use the Queue Prompt feature to generate an image almost instantly (0.3 seconds).
- π While the image quality might not match the standard stable diffusion, the speed is remarkable, highlighting a trade-off between speed and quality.
- π With the current pace of progress, high-quality real-time image generation is anticipated in the near future.
Q & A
What is the significance of the SDXS project unveiled by Xiaomi?
-The SDXS project by Xiaomi is a significant breakthrough in AI, capable of generating images at an astonishing rate of 100 frames per second on a single GPU, which is a remarkable advancement in the field.
What is the recommended first step before installing SDXS in ComfyUI?
-The first step is to ensure that your ComfyUI is up to date. This can be done by checking for updates through the Stability Matrix.
How do you obtain the workflow file for SDXS in ComfyUI?
-The workflow file can be obtained by visiting the provided URL mentioned in the description and then dragging and dropping it into the ComfyUI window.
Which files need to be installed for SDXS to run properly in ComfyUI?
-To run SDXS properly, you need to have the UNET, Clip, and VAE files installed.
Where should the downloaded UNET file be placed?
-The UNET file should be placed in the ComfyUI / Models / UNET folder, which may vary depending on the user's specific installation path.
How should theClip file be installed in ComfyUI?
-The Clip file should be downloaded and placed in the ComfyUI / Models and Clip folder for proper installation.
What is the recommended way to handle the VAE file for SDXS?
-The VAE file can be placed either in the VAE folder or the shared Models folder within the ComfyUI directory.
What is the expected outcome after installing SDXS and hitting Queue Prompt?
-After installation and hitting Queue Prompt, you should be able to generate an image, such as a bottle, in just 0.3 seconds.
What is the trade-off mentioned in the script regarding the SDXS project?
-The trade-off mentioned is between speed and quality. While SDXS offers incredible speed in image generation, the quality may not be as high as with normal stable diffusion.
What does the future hold for real-time, high-quality image generation?
-The script suggests that with the current rate of progress in AI technology, it is expected that we will soon be able to generate high-quality images in real time.
Outlines
π Rapid Advancements in AI: Xiaomi's SDXS Project
This paragraph discusses the fast-paced progress in the realm of artificial intelligence, with a focus on Xiaomi's recent unveiling of an innovative project named SDXS. The project is particularly notable for its claim of generating images at an impressive rate of 100 frames per second on a single GPU, which is suggested to be a 4090. The speaker expresses amazement at this breakthrough and provides instructions on how to run the SDXS project using the ComfyUI platform. Users are advised to ensure their ComfyUI is updated, download the workflow file from a provided URL, and have the necessary UNET, Clip, and VAE files installed in their ComfyUI directories. The process involves downloading and placing the UNET and Clip files in their respective ComfyUI/Models folders, and the VAE file in the VAE or shared Models folder. Once these steps are completed, users can expect to generate an image almost instantly, although the quality may be slightly compromised due to the speed. The speaker concludes with optimism about the future of real-time, high-quality image generation in AI.
Mindmap
Keywords
π‘AI
π‘SDXS
π‘ComfyUI
π‘Stability Matrix
π‘UNET
π‘Clip
π‘VAE
π‘Queue Prompt
π‘Image Generation
π‘Speed vs Quality
π‘Real Time
Highlights
AI is rapidly advancing with new developments daily.
Xiaomi has unveiled a project named SDXS.
SDXS can generate images at 100 frames per second on a single GPU.
The project is a significant breakthrough in AI imaging.
Ensure your ComfyUI is updated for the SDXS workflow.
Download the workflow file from the provided URL.
You need to have UNET, Clip, and VAE files installed.
Drag and drop the workflow file into the ComfyUI window.
Download and install the UNET file in the correct folder.
Rename the UNET file to include SDXS for clarity.
Install the Clip file in the ComfyUI / Models and Clip directory.
The VAE file should be placed in the VAE or shared Models folder.
Once files are in place, use the Queue Prompt to generate images.
SDXS can produce a bottle image in just 0.3 seconds.
There's a trade-off between speed and image quality.
Real-time high-quality image generation is on the horizon.
The AI world is expected to make significant progress soon.