SDXL Lightning: Achieve Flash Speed Image Rendering in Just 2 Steps (ComfyUI)

Aiconomist
21 Feb 202404:03

TLDRBip Dance has introduced SDXL Lightning, a tool exclusive to Comfy UI that accelerates image generation. It can produce 10 24x1024 images rapidly, utilizing an SDXL model with only two sampling steps, making it faster than turbo models and adept at creating detailed close-ups. To begin, download various Luras (two-step, four-step, and eight-step files) and place them in the Comfy UI's Lora folder. Open the web UI, load a default workflow, select an SDXL model, and add a Lora loader node, choosing the two-step Lora for this demonstration. Configure the K sampler to two steps and use the ULER sampler with the SGM uniform scheduler. For enhancement, use Ultimate SD for quick upscaling with the same case sampler settings, or try Cre.ia for a free, significant boost in image detail. The video concludes with a teaser for the next tutorial on monetizing AI to create e-commerce product images.

Takeaways

  • ๐Ÿš€ SDXL Lightning is a tool released by bip dance that significantly speeds up image generation.
  • ๐Ÿ” It is currently exclusive to Comfy UI and can create 10 24x1024 images.
  • โšก The SDXL model uses just two sampling steps, making it faster than turbo models and ideal for detailed close-up shots.
  • ๐Ÿ“‚ To get started, download different versions of Luras (two-step, four-step, and eight-step files) and place them into the Comfy UI's Lora folder.
  • ๐Ÿ“ˆ Open the web UI, load a default workflow, and select an SDXL model to match your project needs.
  • ๐Ÿ”„ Add a Lora loader node and choose the two-step Lora for faster rendering.
  • โš™๏ธ In the K sampler settings, keep the steps at two and use the ULER sampler with the SGM uniform scheduler.
  • ๐Ÿ–ผ๏ธ For a demo, a prompt of a Moroccan woman wearing a robe is used, and the image appears almost instantly.
  • ๐Ÿ’ป The demo is run on an RTX 360, showcasing the speed of the rendering process.
  • ๐Ÿ“ˆ Ultimate SD can be used to upscale the image quickly, further enhancing the final result.
  • ๐Ÿ” There's potential for a refiner in the future to improve image quality even more.
  • ๐ŸŒŸ For an alternative enhancement, try using Cre.ia, which is free and can significantly boost image detail.

Q & A

  • What is the name of the new image generation tool released by bip dance?

    -The new image generation tool is called SDXL Lightning.

  • What platform is SDXL Lightning currently exclusive to?

    -SDXL Lightning is exclusive to Comfy UI.

  • How many images can SDXL Lightning create at once?

    -SDXL Lightning can create 10 24x1024 images at once.

  • What is unique about the SDXL model used in Lightning?

    -The SDXL model used in Lightning uses just two sampling steps, making it quicker than turbo models and good at producing detailed close-up shots.

  • What are the different versions of Luras that need to be downloaded for use with Comfy UI?

    -You need to download the two-step, four-step, and eight-step versions of Luras.

  • How many steps does the two-step Laura use in the K sampler settings?

    -The two-step Laura uses two steps in the K sampler settings.

  • What type of scheduler is used in the demonstration?

    -The demonstration uses the SGM uniform scheduler.

  • What is the prompt used in the demo for generating the image?

    -The prompt used is 'photograph of a beautiful Moroccan woman wearing a robe'.

  • What is the name of the tool used to upscale the image and improve its quality?

    -The tool used is called Ultimate SD.

  • How long does it take to upscale an image using Ultimate SD?

    -It takes just a few seconds to upscale an image using Ultimate SD.

  • What is the alternative enhancement tool mentioned in the script?

    -The alternative enhancement tool mentioned is crea.ia.

  • What is the next topic that will be covered in the upcoming video?

    -The next video will cover how to make money using AI to create product images for e-commerce businesses.

Outlines

00:00

๐Ÿš€ Introduction to SDXL Lightning and Comfy UI

The video introduces a new feature called SDXL Lightning developed by Bip Dance, which is designed to generate images at a much faster pace. This feature is exclusive to Comfy UI and is capable of creating 10 24x1024 images. The SDXL model is highlighted for its efficiency, using only two sampling steps, making it faster than turbo models and adept at producing detailed close-up images. To use this feature, viewers are instructed to download different versions of Luras (two-step, four-step, and eight-step files) and place them into the Comfy UI's Lora folder. The video then guides viewers on how to start with a default workflow, select an SDXL model, and use a two-step Lora loader node with specific settings for the K sampler and the uler sampler with the sgm uniform scheduler. A demonstration is provided using a prompt to generate an image of a Moroccan woman wearing a robe, showcasing the speed and quality of the image generation process on an RTX 360.

Mindmap

Keywords

๐Ÿ’กSDXL Lightning

SDXL Lightning is a tool recently released by Bip Dance that is designed to accelerate the image generation process. It is exclusive to Comfy UI and is capable of creating high-resolution images quickly. The tool uses an SDXL model with only two sampling steps, which makes it faster than turbo models and particularly adept at producing detailed close-up images. In the video, it is used to demonstrate how to achieve flash speed image rendering in just two steps.

๐Ÿ’กComfy UI

Comfy UI is the user interface where the SDXL Lightning tool is integrated. It is the platform where users can download and use different versions of the Luras models to generate images. The video script mentions that users need to place the Luras files into the Comfy UI folder to start using the SDXL Lightning tool.

๐Ÿ’กLuras Models

Luras Models refer to the different versions of the image generation models that can be used with the SDXL Lightning tool. The video script specifies two-step, four-step, and eight-step versions, which likely refer to the number of sampling steps the model uses in the image generation process. These models are essential for the user to select and use within the Comfy UI.

๐Ÿ’กSampling Steps

Sampling steps are the iterative processes used by the SDXL model to generate an image. The fewer the sampling steps, the faster the image generation. The video emphasizes that the SDXL Lightning uses just two sampling steps, which contributes to its speed and efficiency in image rendering.

๐Ÿ’กK Sampler Settings

K Sampler Settings are configurations within the Comfy UI that allow users to set the number of sampling steps used by the Luras model. In the context of the video, the user is instructed to stick with two steps in the K sampler settings for optimal performance with the SDXL Lightning tool.

๐Ÿ’กUler Sampler

The Uler Sampler is a specific type of sampler that is used within the K Sampler Settings. The video script instructs users to select the Uler Sampler when configuring the settings for image generation with the SDXL Lightning tool.

๐Ÿ’กSGM Uniform Scheduler

The SGM Uniform Scheduler is a scheduling algorithm used in the image generation process. It is mentioned in the video as a selection for users to apply when configuring their settings in the Comfy UI for optimal results with the SDXL Lightning tool.

๐Ÿ’กUltimate SD

Ultimate SD is a tool mentioned in the video for further improving the quality of the generated images. It upscales the image quickly using the same case sampler settings, enhancing the final result. The video demonstrates that using Ultimate SD can make the image even more stunning.

๐Ÿ’กImage Upscaling

Image upscaling is the process of increasing the resolution of an image while maintaining or improving its quality. In the video, Ultimate SD is used to upscale the generated images, resulting in a higher quality output that is detailed and visually appealing.

๐Ÿ’กProduct Images for E-commerce

The video script alludes to a future tutorial where the host will show viewers how to create product images for e-commerce businesses using AI. This suggests that the techniques and tools demonstrated, such as SDXL Lightning and Comfy UI, have practical applications in commercial settings.

๐Ÿ’กAI Image Generation

AI Image Generation is the overarching theme of the video, which involves using artificial intelligence to create images quickly and efficiently. The video provides a tutorial on how to use the SDXL Lightning tool within Comfy UI to generate high-quality images, showcasing the capabilities of AI in this domain.

Highlights

Bip Dance has released SDXL Lightning, a tool exclusive to Comfy UI for faster image generation.

SDXL Lightning can create 10 24x1024 images, using an SDXL model with just two sampling steps.

The tool is faster than turbo models and excels at producing detailed close-up shots.

To get started, download different versions of Luras (two-step, four-step, and eight-step files) and place them into the Comfy UI Lora folder.

Open the web UI to begin using SDXL Lightning with a default workflow and an SDXL model.

Choose the two-step Lora for quick rendering and set the K sampler to two steps.

For CFG, use the ULER sampler and select the SGM uniform scheduler.

A demo is shown using a prompt photograph of a Moroccan woman wearing a robe, with the image rendered almost instantly.

The demo is run on an RTX 360, showcasing the speed of the rendering process.

Ultimate SD can be used to upscale the image quickly, enhancing the final result.

There's potential for a refiner in the future to further improve image quality.

An alternative enhancement option is using Cre.ia, which is free and can significantly boost image detail.

To use Cre.ia, create an account, select the enhancer, upload your image, adjust settings, and use a positive prompt.

The tutorial concludes with a teaser for the next video on making money using AI to create product images for e-commerce.

The video encourages viewers to like and subscribe for more content.

SDXL Lightning is a significant advancement in image rendering speed and quality.

The tool's efficiency is demonstrated through a practical example of rendering a detailed image of a Moroccan woman.

The use of Ultimate SD and Cre.ia for image enhancement showcases the potential for even higher quality results.

The tutorial provides a clear guide on how to set up and use SDXL Lightning within Comfy UI.

The potential for future improvements with a refiner tool is mentioned, indicating ongoing development and innovation.

Casual Browsing

SDXL Lightning is SUPER FAST! Only 2 Steps to Render!

2024-04-19 16:10:01

ComfyUI SDXL Lightning Performance Test | How & Which to Use | 2,4,8 Steps

2024-04-29 22:40:00

SDXL Lightning Tutorial! 2 step generation in Fooocus

2024-04-29 23:55:00

Creative Exploration - SDXL-Lightning, YoloWorld EfficientSAM Object Masking in ComfyUI

2024-04-30 00:30:00

Stable Diffusion Animation Use SDXL Lightning And AnimateDiff In ComfyUI

2024-04-30 00:45:00