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Stable Diffusion XL Turbo

 

In this article, we are going to talk about a futuristic technology; Stable Diffusion XL Turbo, an Artificial Intelligence image generation technology that is starting to gain popularity around the globe. In this tutorial, we shall talk about the various features, parameters and uses of this marvelous tool and also guide you on how to go about making use of this tool in the creation of amazing pictures.

 

Stable Diffusion XL Turbo
Stable Diffusion XL Turbo

Workflow of Stable Diffusion XL Turbo

To get started, let’s take a look at the workflow of Stable Diffusion XL Turbo:

Workflow of Stable Diffusion XL Turbo
Workflow of Stable Diffusion XL Turbo
  1. Model: At the current time, we have adopted the Dream Shaper XL version 21 Turbo DP MSDE Safe N SE model.
  2. Text Input: Your prompt or your description of the image which you want to create.
  3. Negative Prompt: There is a negative prompt that will aid to determine the things that you do not want at the image.
  4. Image Resolution: Alter the dimension of the image which you need to convert into a PNG image.
  5. K Sampler: There are different sampling types which can be applied to exercise control over the generation process.
  6. Image Output: Inspect and optimize your output image.

The Perfect Prompt Formula

To generate amazing images, you need a well-crafted prompt. Here’s a formula to help you create the perfect prompt:

  1. Subject: What you have to do is identify the subject of your picture very easily.
  2. Action: Tell what the subject is doing at the time he/she/it is in the picture or when the illustration is being made.
  3. Camera Specifications: Accessories: Employ a DSLR or Fuji film in taking pictures and come up with certain settings of the camera.
  4. Image Quality: Specify the type of image that is to be set out for example ultra-high definition or cinematic.
  5. Image Characteristics: Such as grain for movies or 8k resolution must be included in the parameters of a picture.
  6. Details: Elaborate some more features of light in the shot you have used or else the environment or the surroundings of the shot.
  7. Characters or Objects: Enumerate any of the characters or any of the objects which should be included in the image.

Negative Prompts

The possibility of negative prompts is a paradigm shift in the strategy of Stable Diffusion XL Turbo. They provide additional parameters as to what kind of image should not be generated and therefore provide more control over the application. Here are some examples of negative prompts:Here are some examples of negative prompts:

  • No sad dogs
  • No extra legs
  • No unwanted elements

You can also use a universal negative prompt that covers a wide range of unwanted elements.

Parameters of Stable Diffusion XL Turbo

Let’s explore the key parameters that control the image generation process:

  1. Seed: It is a fixed seed which results in determinate images and in this way , deterministic .
  2. Control After Generate: Features available after shooting which help you in locating the particular picture that you are interested in.
  3. Steps: The amount of sampling steps, which is the number of steps used directly in the generation process of the image and the time taken for the image to be produced.
  4. CFG: A variable value that affects the quality of an image as well as the style to be applied on it.
  5. Sampler Name: There are several sampling algorithms that are available such as DP MSDE Safe N SE among others.
  6. Scheduler: Oversees production process by coordinating the generation process such as Caris or D Noise.

Generating Images with Stable Diffusion XL Turbo

Now that we’ve covered the basics, let’s generate some images using Stable Diffusion XL Turbo!

Photo Realistic Images

For photo-realistic images, we recommend using a CFG value of 2. Here’s an example prompt:

 

A busy Farmers Market on a sunny day, photo taken with a DSLR camera, ultra-high resolution, sharp focus, and cinematic style.
Prompt: A busy Farmers Market on a sunny day, photo taken with a DSLR camera, ultra-high resolution, sharp focus, and cinematic style.

Human Portraits

For human portraits, we recommend using a CFG value of 2. Here’s an example prompt:

 

An elderly man playing chess in the park, looking at his opponent, DSLR camera, ultra-high resolution, sharp focus, and cinematic style.
Prompt: An elderly man playing chess in the park, looking at his opponent, DSLR camera, ultra-high resolution, sharp focus, and cinematic style.

Landscapes

For landscapes, we recommend using a CFG value of 2. Here’s an example prompt:

 

A serene lake surrounded by mountains during sunrise, DSLR camera, ultra-high resolution, sharp focus, and cinematic style.
Prompt: A serene lake surrounded by mountains during sunrise, DSLR camera, ultra-high resolution, sharp focus, and cinematic style.

3D Renders

For 3D renders, we recommend using a CFG value of 3. Here’s an example prompt:

 

A futuristic city with flying cars, 3D render, ultra-high resolution, sharp focus, and cinematic style.
Prompt: A futuristic city with flying cars, 3D render, ultra-high resolution, sharp focus, and cinematic style.

 

Anime Characters

For anime characters, we recommend using a CFG value of 2. Here’s an example prompt:

 

Naruto Uzumaki performing a Rasengan, anime character, ultra-high resolution, sharp focus, and cinematic style.
Prompt: Naruto Uzumaki performing a Rasengan, anime character, ultra-high resolution, sharp focus, and cinematic style.

Real-Time Generation

If you wish, you can work with real time generation using the Stable Diffusion XL Turbo, which is capable of generating images while you type. In order to make this feature operational it is required to start the button “Extra Options” and the settings “Auto Que and Press on Q Prompt“.

Real-Time Generation
Real-Time Generation

 

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