edenartlab / sdxl-pipelines

  • Public
  • 496.2K runs
Run with an API
Playground API Examples README Versions

Run edenartlab/sdxl-pipelines with an API

Use one of our client libraries to get started quickly. Clicking on a library will take you to the Playground tab where you can tweak different inputs, see the results, and copy the corresponding code to use in your own project.

Input schema

The fields you can use to run this model with an API. If you don't give a value for a field its default value will be used.

Field Type Default value Description
mode
string (enum)
create

Options:

create, remix, upscale, blend, controlnet, interpolate, real2real, real2real_audio, interrogate, kojii/huemin

Mode
stream
boolean
False
yield individual results if True
stream_every
integer
1

Min: 1

Max: 25

for mode create, how many steps per update to stream (steam must be set to True)
width
integer
1024

Min: 512

Max: 2048

Width
height
integer
1024

Min: 512

Max: 2048

Height
checkpoint
string (enum)
juggernaut_XL2

Options:

sdxl-v1.0, juggernaut_XL2

Which Stable Diffusion checkpoint to use
lora
string
(optional) URL of Lora finetuning
lora_scale
number
0.7

Max: 1.5

Lora scale (how much of the Lora finetuning to apply)
sampler
string (enum)
euler

Options:

ddim, ddpm, klms, euler, euler_ancestral, dpm, kdpm2, kdpm2_ancestral, pndm

Which sampler to use
steps
integer
35

Min: 10

Max: 70

Diffusion steps
guidance_scale
number
7.5

Max: 20

Strength of text conditioning guidance
upscale_f
number
1

Min: 1

Max: 2

Upscaling resolution
init_image
string
Load initial image from file, url, or base64 string
init_image_strength
number
0

Max: 1

Strength of initial image
adopt_aspect_from_init_img
boolean
True
Adopt aspect ratio from init image
controlnet_type
string (enum)
off

Options:

off, canny-edge, depth, luminance

Controlnet type
control_image
string
image for controlnet guidance
control_image_strength
number
0

Max: 1.5

Strength of control image
ip_image
string
Load ip_adapter image from file, url, or base64 string
ip_image_strength
number
0.65

Max: 1.25

Strength of image conditioning from ip_adapter (vs txt conditioning from clip-interrogator or prompt) (used in remix, upscale, blend and real2real)
text_input
string
Text input
text_inputs_to_interpolate
string
Text inputs to interpolate, separated by |
text_inputs_to_interpolate_weights
string
Text input weights to interpolate, separated by |
uc_text
string
nude, naked, text, watermark, low-quality, signature, padding, margins, white borders, padded border, moiré pattern, downsampling, aliasing, distorted, blurry, blur, jpeg artifacts, compression artifacts, poorly drawn, low-resolution, bad, grainy, error, bad-contrast
Negative text input (mode==all)
seed
integer
13

Max: 10000000000

random seed
n_samples
integer
1

Min: 1

Max: 4

batch size
n_frames
integer
40

Min: 3

Max: 1000

Total number of frames for video modes
interpolation_texts
string
Interpolation texts for video modes
interpolation_seeds
string
Seeds for interpolated texts for video modes
interpolation_init_images
string
Interpolation init images, file paths or urls for video modes
interpolation_init_images_power
number
2.5

Min: 0.5

Max: 5

Power for interpolation_init_images prompts for video modes
interpolation_init_images_min_strength
number
0.05

Max: 1

Minimum init image strength for interpolation_init_images prompts for video modes
interpolation_init_images_max_strength
number
0.95

Max: 1

Maximum init image strength for interpolation_init_images prompts for video modes
audio_file
string
An audio file to use for real2real_audio
loop
boolean
True
Loops (mode==interpolate & real2real)
smooth
boolean
True
Smooth (mode==interpolate & real2real)
latent_blending_skip_f
string
0.05|0.6
What fraction of the denoising trajectory to skip at the start and end of each interpolation phase, two floats, separated by a pipe (|)
n_anchor_imgs
integer
3

Min: 3

Max: 6

Number of anchor frames to render (including keyframes) before activating latent blending
n_film
integer
1

Max: 3

Number of times to smooth final frames with FILM (default is 0) (mode==interpolate)
fps
integer
12

Min: 1

Max: 30

Frames per second (mode==interpolate & real2real)
use_lcm
boolean
False
Smooth (mode==interpolate & real2real)

Output schema

The shape of the response you’ll get when you run this model with an API.

Schema 
{
  "type": "array",
  "items": {
    "type": "object",
    "title": "CogOutput",
    "properties": {
      "name": {
        "type": "string",
        "title": "Name"
      },
      "files": {
        "type": "array",
        "items": {
          "type": "string",
          "format": "uri"
        },
        "title": "Files",
        "default": []
      },
      "isFinal": {
        "type": "boolean",
        "title": "Isfinal",
        "default": false
      },
      "progress": {
        "type": "number",
        "title": "Progress"
      },
      "attributes": {
        "type": "object",
        "title": "Attributes"
      },
      "thumbnails": {
        "type": "array",
        "items": {
          "type": "string",
          "format": "uri"
        },
        "title": "Thumbnails",
        "default": []
      }
    }
  },
  "title": "Output",
  "x-cog-array-type": "iterator"
}