Styles

Styles

Styles are powerful feature in SD.Next that allow to apply various modifications to your generation parameters:

• Prompt: both postive and negative
• Parameters: all generation parameters
• Wildcards

Note

Styles wildcards are separate feature that standard wildcards which can also be used in parallel

Styles can be selected via Networks interface -> Styles
or via shortcut combo-box control below generate buttons

There can be any number of styles selected and each style will be applied in order they are selected.

Each style is a separate JSON file that can be edited manually or via UI. Location of styles is specified in Settings -> System Paths -> Styles folder, default is models\styles

Tip

Button ↶ "Apply selected style to prompt" will apply currently selected styles to current prompt as-is and remove style from being applied during runtime

Tip

Button ↷ "Save current prompt to style" will simply save current prompt to named style. Such style can be later edited for more fine-tuning

Migration

Old A1111 style concept was a flat file in CSV format and SD.Next supports migration of such styles to new JSON format
Simply put a full path to the CSV file in Settings -> System Paths -> Styles and restart server at which point
server will migrate found styles into individual JSON files.

Prompt

Prompt specified in style will be either used to replace a placeholder {prompt} in the current prompt or if there is no placeholder, it will be appeneded at the end of the current prompt

Example:

"national geographic style photo shot on sony a7 camera"

Parameters

In addition to prompt, you can also specify any generation parameters in the style
List of parameters is comma-separated and each parameter is a key-value pair indicated by colon :
Recognized parameters are all parameters that can be typically found in image metadata

Example:

Sampler: Euler a, CFG scale: 6.5, Steps: 25, Width: 1440, Height: 720

Wildcards

Both prompt and parameters can be modified using wildcards section inside the style
List of wildcards is comma-separated and each wildcard is a key-value pair indicated by =
Multiple wildcards can be listed and separated by semi-colon ;

Example#1:

Prompt: "a woman wearing a {color} dress"
Wildcard: "{color}=red, green, blue"

Example#2:

Prompt: "{style} a woman wearing a {color} dress"
Wildcard: "{style}=photo, sketch, painting; {color}=red, green, blue"

Example#3:

Parameters: "Size: {size}"
Wildcard: "{size}=1024x1024, 1024x768, 768x1024, 1280x720, 720x1280, 1536x640"

JSON

Structure of the style is a simple JSON object:

{
  "name": "Cute Robot",
  "description": "This is a style of a random cute robot",
  "prompt": "photo of a cute {color} robot, walking {where} with {background} visible in background",
  "negative": "",
  "extra": "Size: {size}",
  "wildcards": "
    {color}=blue, red, rusty, silver, cyan;
    {where}=on alien planet, in rainforest, in the city street;
    {background}=rocks and mountains, moon and planets, spaceship, battle;
    {size}=1024x1024, 1280x720, 720x1280"
}

Validation

Styles use will be logged in the standard log with debug level:

DEBUG Applying style: name="mine/Cute Robot" extra=[] skipped=[] reference=False
DEBUG Wildcards applied: {'{color}': 'red', '{what}': 'water', '{background}': 'moon and planets'} path="/mnt/models/wildcards" type=style time=0.00