mlscade/stable_diffusion_no_ui_control | Run with an API on Replicate

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Input

generation_type

string

Generation mode

Default: "txt2img"

clip_stop_at_last_layers

integer

(minimum: 1, maximum: 12)

Clip skip

Default: 2

tiling

boolean

Enable tiling

Default: false

upload_lora

string

Shift + Return to add a new line

Upload LoRA

prompt

string

Shift + Return to add a new line

Prompt

Default: ""

negative_prompt

string

Shift + Return to add a new line

(deformed, distorted, disfigured:1.3), (naked, nude:1.5), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, (mutated hands and fingers:1.4), disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation(deformed, distorted, disfigured:1.3), (naked, nude:1.5), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, (mutated hands and fingers:1.4), disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation

Negative prompt

Default: "(deformed, distorted, disfigured:1.3), (naked, nude:1.5), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, (mutated hands and fingers:1.4), disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation"

image

file

Input image [img2img or postprocessing modes only]

cfg_scale

number

CFG scale

Default: 7

seed

integer

Seed. Leave blank for random generation

width

integer

Width

Default: 512

height

integer

Height

Default: 512

num_outputs

integer

(minimum: 1, maximum: 4)

Batch size [Doesn't work in postprocess mode].

Default: 1

sampler

string

Sampling method

Default: "Euler a"

sampler_steps

integer

(minimum: 1, maximum: 50)

Sampling steps [Doesn't work in postprocess mode].

Default: 20

hr_enabled

boolean

[HR] Enable

Default: false

denoising_strength

number

[HR] Denoising strength

Default: 0.75

hr_scale

number

[HR] Upscale by

Default: 2

hr_second_pass_steps

number

[HR] Hires steps

Default: 0

hr_upscaler

string

[HR] Upscaler

Default: "4x_foolhardy_Remacri"

hr_resize_x

integer

[HR] Resize width to

Default: 0

hr_resize_y

integer

[HR] Resize height to

Default: 0

ad_enabled

boolean

[adetailer] Enable

Default: false

ad_model

string

[adetailer] ADetailer model

Default: "face_yolov8s"

ad_prompt

string

Shift + Return to add a new line

[adetailer] ADetailer prompt

Default: ""

ad_negative_prompt

string

Shift + Return to add a new line

[adetailer] ADetailer negative prompt

Default: ""

ad_use_sampler

boolean

[adetailer] Use separate sampler

Default: true

ad_sampler

string

[adetailer] ADetailer sampler

Default: "Euler a"

ad_confidence

number

[adetailer] Detection model confidence threshold

Default: 0.3

ad_dilate_erode

integer

[adetailer] Mask erosion (-) / dilation (+)

Default: 4

ad_mask_blur

integer

[adetailer] Inpaint mask blur

Default: 4

ad_mask_merge_mode

string

[adetailer] Mask merge mode

Default: "None"

ad_denoising_strength

number

[adetailer] Inpaint denoising strength

Default: 0.4

ad_inpaint_only_masked

boolean

[adetailer] Inpaint only masked

Default: true

ad_inpaint_only_masked_padding

integer

[adetailer] Inpaint only masked padding, pixels

Default: 32

ad_use_inpaint_width_height

boolean

[adetailer] Use separate width/height

Default: false

ad_inpaint_width

integer

[adetailer] Inpaint width

Default: 512

ad_inpaint_height

integer

[adetailer] Inpaint height

Default: 512

ad_2_ad_enabled

boolean

[adetailer — 2] Enable

Default: false

ad_2_ad_model

string

[adetailer — 2] ADetailer model

Default: "face_yolov8s"

ad_2_ad_prompt

string

Shift + Return to add a new line

[adetailer — 2] ADetailer prompt

Default: ""

ad_2_ad_negative_prompt

string

Shift + Return to add a new line

[adetailer — 2] ADetailer negative prompt

Default: ""

ad_2_ad_use_sampler

boolean

[adetailer — 2] Use separate sampler

Default: true

ad_2_ad_sampler

string

[adetailer — 2] ADetailer sampler

Default: "Euler a"

ad_2_ad_confidence

number

[adetailer — 2] Detection model confidence threshold

Default: 0.3

ad_2_ad_dilate_erode

integer

[adetailer — 2] Mask erosion (-) / dilation (+)

Default: 4

ad_2_ad_mask_blur

integer

[adetailer — 2] Inpaint mask blur

Default: 4

ad_2_ad_mask_merge_mode

string

[adetailer — 2] Mask merge mode

Default: "None"

ad_2_ad_denoising_strength

number

[adetailer — 2] Inpaint denoising strength

Default: 0.4

ad_2_ad_inpaint_only_masked

boolean

[adetailer — 2] Inpaint only masked

Default: true

ad_2_ad_inpaint_only_masked_padding

integer

[adetailer — 2] Inpaint only masked padding, pixels

Default: 32

ad_2_ad_use_inpaint_width_height

boolean

[adetailer — 2] Use separate width/height

Default: false

ad_2_ad_inpaint_width

integer

[adetailer — 2] Inpaint width

Default: 512

ad_2_ad_inpaint_height

integer

[adetailer — 2] Inpaint height

Default: 512

ad_3_ad_enabled

boolean

[adetailer — 3] Enable

Default: false

ad_3_ad_model

string

[adetailer — 3] ADetailer model

Default: "face_yolov8s"

ad_3_ad_prompt

string

Shift + Return to add a new line

[adetailer — 3] ADetailer prompt

Default: ""

ad_3_ad_negative_prompt

string

Shift + Return to add a new line

[adetailer — 3] ADetailer negative prompt

Default: ""

ad_3_ad_use_sampler

boolean

[adetailer — 3] Use separate sampler

Default: true

ad_3_ad_sampler

string

[adetailer — 3] ADetailer sampler

Default: "Euler a"

ad_3_ad_confidence

number

[adetailer — 3] Detection model confidence threshold

Default: 0.3

ad_3_ad_dilate_erode

integer

[adetailer — 3] Mask erosion (-) / dilation (+)

Default: 4

ad_3_ad_mask_blur

integer

[adetailer — 3] Inpaint mask blur

Default: 4

ad_3_ad_mask_merge_mode

string

[adetailer — 3] Mask merge mode

Default: "None"

ad_3_ad_denoising_strength

number

[adetailer — 3] Inpaint denoising strength

Default: 0.4

ad_3_ad_inpaint_only_masked

boolean

[adetailer — 3] Inpaint only masked

Default: true

ad_3_ad_inpaint_only_masked_padding

integer

[adetailer — 3] Inpaint only masked padding, pixels

Default: 32

ad_3_ad_use_inpaint_width_height

boolean

[adetailer — 3] Use separate width/height

Default: false

ad_3_ad_inpaint_width

integer

[adetailer — 3] Inpaint width

Default: 512

ad_3_ad_inpaint_height

integer

[adetailer — 3] Inpaint height

Default: 512

ad_4_ad_enabled

boolean

[adetailer — 4] Enable

Default: false

ad_4_ad_model

string

[adetailer — 4] ADetailer model

Default: "face_yolov8s"

ad_4_ad_prompt

string

Shift + Return to add a new line

[adetailer — 4] ADetailer prompt

Default: ""

ad_4_ad_negative_prompt

string

Shift + Return to add a new line

[adetailer — 4] ADetailer negative prompt

Default: ""

ad_4_ad_use_sampler

boolean

[adetailer — 4] Use separate sampler

Default: true

ad_4_ad_sampler

string

[adetailer — 4] ADetailer sampler

Default: "Euler a"

ad_4_ad_confidence

number

[adetailer — 4] Detection model confidence threshold

Default: 0.3

ad_4_ad_dilate_erode

integer

[adetailer — 4] Mask erosion (-) / dilation (+)

Default: 4

ad_4_ad_mask_blur

integer

[adetailer — 4] Inpaint mask blur

Default: 4

ad_4_ad_mask_merge_mode

string

[adetailer — 4] Mask merge mode

Default: "None"

ad_4_ad_denoising_strength

number

[adetailer — 4] Inpaint denoising strength

Default: 0.4

ad_4_ad_inpaint_only_masked

boolean

[adetailer — 4] Inpaint only masked

Default: true

ad_4_ad_inpaint_only_masked_padding

integer

[adetailer — 4] Inpaint only masked padding, pixels

Default: 32

ad_4_ad_use_inpaint_width_height

boolean

[adetailer — 4] Use separate width/height

Default: false

ad_4_ad_inpaint_width

integer

[adetailer — 4] Inpaint width

Default: 512

ad_4_ad_inpaint_height

integer

[adetailer — 4] Inpaint height

Default: 512

sd_upscaler_enable

boolean

[SD upscaler] Enable

Default: false

sd_upscaler_upscaler

string

[SD upscaler] Upscaler

Default: "4x_foolhardy_Remacri"

sd_upscaler_tile_overlap

integer

[SD upscaler] Tile overlap

Default: 16

sd_upscaler_scale_factor

number

[SD upscaler] Scale Factor

Default: 2

openpose_enabled

boolean

[ControlNet — openpose] Enable

Default: false

openpose_image

file

[ControlNet — openpose] Input image

openpose_use_image_size

boolean

[ControlNet — openpose] Use provided image size

Default: false

openpose_control_mode

string

[ControlNet — openpose] Control Mode

Default: "Balanced"

openpose_preprocessor

string

[ControlNet — openpose] Preprocessor

Default: "openpose_full"

openpose_model

string

[ControlNet — openpose] Model

Default: "controlnet11Models_openpose"

openpose_control_weight

number

(minimum: 0, maximum: 2)

[ControlNet — openpose] Control Weight

Default: 1

openpose_guidance_start

number

(minimum: 0, maximum: 1)

[ControlNet — openpose] Starting Control Step

Default: 0

openpose_guidance_end

number

(minimum: 0, maximum: 1)

[ControlNet — openpose] Ending Control Step

Default: 1

openpose_preprocessor_resolution

integer

[ControlNet — openpose] Preprocessor Resolution

Default: 512

scribble_enabled

boolean

[ControlNet — scribble] Enable

Default: false

scribble_image

file

[ControlNet — scribble] Input image

scribble_use_image_size

boolean

[ControlNet — scribble] Use provided image size

Default: false

scribble_control_mode

string

[ControlNet — scribble] Control Mode

Default: "Balanced"

scribble_preprocessor

string

[ControlNet — scribble] Preprocessor

Default: "t2ia_sketch_pidi"

scribble_model

string

[ControlNet — scribble] Model

Default: "controlnet11Models_scribble"

scribble_control_weight

number

(minimum: 0, maximum: 2)

[ControlNet — scribble] Control Weight

Default: 1

scribble_guidance_start

number

(minimum: 0, maximum: 1)

[ControlNet — scribble] Starting Control Step

Default: 0

scribble_guidance_end

number

(minimum: 0, maximum: 1)

[ControlNet — scribble] Ending Control Step

Default: 1

scribble_preprocessor_resolution

integer

(minimum: 64, maximum: 2048)

[ControlNet — scribble] Preprocessor Resolution

Default: 512

scribble_xdog_threshold

integer

(minimum: 1, maximum: 64)

[ControlNet — scribble] XDoG Threshold [only scribble_xdog preprocessor]

Default: 32

tile_blur_enabled

boolean

[ControlNet — tile/blur] Enable

Default: false

tile_blur_image

file

[ControlNet — tile/blur] Input image

tile_blur_use_image_size

boolean

[ControlNet — tile/blur] Use provided image size

Default: false

tile_blur_control_mode

string

[ControlNet — tile/blur] Control Mode

Default: "Balanced"

tile_blur_preprocessor

string

[ControlNet — tile/blur] Preprocessor

Default: "tile_resample"

tile_blur_model

string

[ControlNet — tile/blur] Model

Default: "controlnet11Models_tile"

tile_blur_control_weight

number

(minimum: 0, maximum: 2)

[ControlNet — tile/blur] Control Weight

Default: 1

tile_blur_guidance_start

number

(minimum: 0, maximum: 1)

[ControlNet — tile/blur] Starting Control Step

Default: 0

tile_blur_guidance_end

number

(minimum: 0, maximum: 1)

[ControlNet — tile/blur] Ending Control Step

Default: 1

tile_blur_down_sampling_rate

number

(minimum: 1, maximum: 8)

[ControlNet — tile/blur] Down Sampling Rate

Default: 1

instruct_p2p_enabled

boolean

[ControlNet — InstructP2P] Enable

Default: false

instruct_p2p_image

file

[ControlNet — InstructP2P] Input image

instruct_p2p_use_image_size

boolean

[ControlNet — InstructP2P] Use provided image size

Default: false

instruct_p2p_control_mode

string

[ControlNet — InstructP2P] Control Mode

Default: "Balanced"

instruct_p2p_model

string

[ControlNet — InstructP2P] Model

Default: "control_v11e_sd15_ip2p_fp16"

instruct_p2p_control_weight

number

(minimum: 0, maximum: 2)

[ControlNet — InstructP2P] Control Weight

Default: 1

instruct_p2p_guidance_start

number

(minimum: 0, maximum: 1)

[ControlNet — InstructP2P] Starting Control Step

Default: 0

instruct_p2p_guidance_end

number

(minimum: 0, maximum: 1)

[ControlNet — InstructP2P] Ending Control Step

Default: 1

reference_enabled

boolean

[ControlNet — reference] Enable

Default: false

reference_image

file

[ControlNet — reference] Input image

reference_use_image_size

boolean

[ControlNet — reference] Use provided image size

Default: false

reference_control_mode

string

[ControlNet — reference] Control Mode

Default: "Balanced"

reference_preprocessor

string

[ControlNet — reference] Preprocessor

Default: "reference_only"

reference_control_weight

number

(minimum: 0, maximum: 2)

[ControlNet — reference] Control Weight

Default: 1

reference_guidance_start

number

(minimum: 0, maximum: 1)

[ControlNet — reference] Starting Control Step

Default: 0

reference_guidance_end

number

(minimum: 0, maximum: 1)

[ControlNet — reference] Ending Control Step

Default: 1

reference_style_fidelity

number

(minimum: 0, maximum: 1)

[ControlNet — reference] Style Fidelity [only "Balanced" control mode]

Default: 0.5

reference_2_enabled

boolean

[ControlNet — reference — 2] Enable

Default: false

reference_2_image

file

[ControlNet — reference — 2] Input image

reference_2_use_image_size

boolean

[ControlNet — reference — 2] Use provided image size

Default: false

reference_2_control_mode

string

[ControlNet — reference — 2] Control Mode

Default: "Balanced"

reference_2_preprocessor

string

[ControlNet — reference — 2] Preprocessor

Default: "reference_only"

reference_2_control_weight

number

(minimum: 0, maximum: 2)

[ControlNet — reference — 2] Control Weight

Default: 1

reference_2_guidance_start

number

(minimum: 0, maximum: 1)

[ControlNet — reference — 2] Starting Control Step

Default: 0

reference_2_guidance_end

number

(minimum: 0, maximum: 1)

[ControlNet — reference — 2] Ending Control Step

Default: 1

reference_2_style_fidelity

number

(minimum: 0, maximum: 1)

[ControlNet — reference — 2] Style Fidelity [only "Balanced" control mode]

Default: 0.5

lineart_enabled

boolean

[LineArt — openpose] Enable

Default: false

lineart_image

file

[LineArt — openpose] Input image

lineart_use_image_size

boolean

[LineArt — openpose] Use provided image size

Default: false

lineart_control_mode

string

[LineArt — openpose] Control Mode

Default: "Balanced"

lineart_preprocessor

string

[LineArt — openpose] Preprocessor

Default: "lineart_realistic"

lineart_model

string

[LineArt — openpose] Model

Default: "controlnet11Models_lineart"

lineart_control_weight

number

(minimum: 0, maximum: 2)

[LineArt — openpose] Control Weight

Default: 1

lineart_guidance_start

number

(minimum: 0, maximum: 1)

[LineArt — openpose] Starting Control Step

Default: 0

lineart_guidance_end

number

(minimum: 0, maximum: 1)

[LineArt — openpose] Ending Control Step

Default: 1

lineart_preprocessor_resolution

integer

(minimum: 64, maximum: 2048)

[LineArt — openpose] Preprocessor Resolution

Default: 512

Run this model in Node.js with one line of code:

npx create-replicate --model=mlscade/stable_diffusion_no_ui_control

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run mlscade/stable_diffusion_no_ui_control using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "mlscade/stable_diffusion_no_ui_control:5a19235a71f72799c94abf0c38a9fcff6e22d08eeecd83199070fdd9f290cef9",
  {
    input: {
      width: 512,
      height: 512,
      prompt: "",
      tiling: false,
      sampler: "Euler a",
      ad_model: "face_yolov8s",
      hr_scale: 2,
      ad_prompt: "",
      cfg_scale: 7,
      ad_enabled: false,
      ad_sampler: "Euler a",
      hr_enabled: false,
      hr_resize_x: 0,
      hr_resize_y: 0,
      hr_upscaler: "4x_foolhardy_Remacri",
      num_outputs: 1,
      ad_mask_blur: 4,
      ad_2_ad_model: "face_yolov8s",
      ad_3_ad_model: "face_yolov8s",
      ad_4_ad_model: "face_yolov8s",
      ad_confidence: 0.3,
      lineart_model: "controlnet11Models_lineart",
      sampler_steps: 20,
      ad_2_ad_prompt: "",
      ad_3_ad_prompt: "",
      ad_4_ad_prompt: "",
      ad_use_sampler: true,
      openpose_model: "controlnet11Models_openpose",
      scribble_model: "controlnet11Models_scribble",
      ad_2_ad_enabled: false,
      ad_2_ad_sampler: "Euler a",
      ad_3_ad_enabled: false,
      ad_3_ad_sampler: "Euler a",
      ad_4_ad_enabled: false,
      ad_4_ad_sampler: "Euler a",
      ad_dilate_erode: 4,
      generation_type: "txt2img",
      lineart_enabled: false,
      negative_prompt: "(deformed, distorted, disfigured:1.3), (naked, nude:1.5), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, (mutated hands and fingers:1.4), disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation",
      tile_blur_model: "controlnet11Models_tile",
      ad_inpaint_width: 512,
      openpose_enabled: false,
      scribble_enabled: false,
      ad_2_ad_mask_blur: 4,
      ad_3_ad_mask_blur: 4,
      ad_4_ad_mask_blur: 4,
      ad_inpaint_height: 512,
      reference_enabled: false,
      tile_blur_enabled: false,
      ad_2_ad_confidence: 0.3,
      ad_3_ad_confidence: 0.3,
      ad_4_ad_confidence: 0.3,
      ad_mask_merge_mode: "None",
      ad_negative_prompt: "",
      denoising_strength: 0.75,
      instruct_p2p_model: "control_v11e_sd15_ip2p_fp16",
      sd_upscaler_enable: false,
      ad_2_ad_use_sampler: true,
      ad_3_ad_use_sampler: true,
      ad_4_ad_use_sampler: true,
      reference_2_enabled: false,
      ad_2_ad_dilate_erode: 4,
      ad_3_ad_dilate_erode: 4,
      ad_4_ad_dilate_erode: 4,
      hr_second_pass_steps: 0,
      instruct_p2p_enabled: false,
      lineart_control_mode: "Balanced",
      lineart_guidance_end: 1,
      lineart_preprocessor: "lineart_realistic",
      sd_upscaler_upscaler: "4x_foolhardy_Remacri",
      ad_2_ad_inpaint_width: 512,
      ad_3_ad_inpaint_width: 512,
      ad_4_ad_inpaint_width: 512,
      ad_denoising_strength: 0.4,
      openpose_control_mode: "Balanced",
      openpose_guidance_end: 1,
      openpose_preprocessor: "openpose_full",
      scribble_control_mode: "Balanced",
      scribble_guidance_end: 1,
      scribble_preprocessor: "t2ia_sketch_pidi",
      ad_2_ad_inpaint_height: 512,
      ad_3_ad_inpaint_height: 512,
      ad_4_ad_inpaint_height: 512,
      ad_inpaint_only_masked: true,
      lineart_control_weight: 1,
      lineart_guidance_start: 0,
      lineart_use_image_size: false,
      reference_control_mode: "Balanced",
      reference_guidance_end: 1,
      reference_preprocessor: "reference_only",
      tile_blur_control_mode: "Balanced",
      tile_blur_guidance_end: 1,
      tile_blur_preprocessor: "tile_resample",
      ad_2_ad_mask_merge_mode: "None",
      ad_2_ad_negative_prompt: "",
      ad_3_ad_mask_merge_mode: "None",
      ad_3_ad_negative_prompt: "",
      ad_4_ad_mask_merge_mode: "None",
      ad_4_ad_negative_prompt: "",
      openpose_control_weight: 1,
      openpose_guidance_start: 0,
      openpose_use_image_size: false,
      scribble_control_weight: 1,
      scribble_guidance_start: 0,
      scribble_use_image_size: false,
      scribble_xdog_threshold: 32,
      clip_stop_at_last_layers: 2,
      reference_2_control_mode: "Balanced",
      reference_2_guidance_end: 1,
      reference_2_preprocessor: "reference_only",
      reference_control_weight: 1,
      reference_guidance_start: 0,
      reference_style_fidelity: 0.5,
      reference_use_image_size: false,
      sd_upscaler_scale_factor: 2,
      sd_upscaler_tile_overlap: 16,
      tile_blur_control_weight: 1,
      tile_blur_guidance_start: 0,
      tile_blur_use_image_size: false,
      instruct_p2p_control_mode: "Balanced",
      instruct_p2p_guidance_end: 1,
      ad_2_ad_denoising_strength: 0.4,
      ad_3_ad_denoising_strength: 0.4,
      ad_4_ad_denoising_strength: 0.4,
      reference_2_control_weight: 1,
      reference_2_guidance_start: 0,
      reference_2_style_fidelity: 0.5,
      reference_2_use_image_size: false,
      ad_2_ad_inpaint_only_masked: true,
      ad_3_ad_inpaint_only_masked: true,
      ad_4_ad_inpaint_only_masked: true,
      ad_use_inpaint_width_height: false,
      instruct_p2p_control_weight: 1,
      instruct_p2p_guidance_start: 0,
      instruct_p2p_use_image_size: false,
      tile_blur_down_sampling_rate: 1,
      ad_inpaint_only_masked_padding: 32,
      lineart_preprocessor_resolution: 512,
      ad_2_ad_use_inpaint_width_height: false,
      ad_3_ad_use_inpaint_width_height: false,
      ad_4_ad_use_inpaint_width_height: false,
      openpose_preprocessor_resolution: 512,
      scribble_preprocessor_resolution: 512,
      ad_2_ad_inpaint_only_masked_padding: 32,
      ad_3_ad_inpaint_only_masked_padding: 32,
      ad_4_ad_inpaint_only_masked_padding: 32
    }
  }
);

console.log(output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run mlscade/stable_diffusion_no_ui_control using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "mlscade/stable_diffusion_no_ui_control:5a19235a71f72799c94abf0c38a9fcff6e22d08eeecd83199070fdd9f290cef9",
    input={
        "width": 512,
        "height": 512,
        "prompt": "",
        "tiling": False,
        "sampler": "Euler a",
        "ad_model": "face_yolov8s",
        "hr_scale": 2,
        "ad_prompt": "",
        "cfg_scale": 7,
        "ad_enabled": False,
        "ad_sampler": "Euler a",
        "hr_enabled": False,
        "hr_resize_x": 0,
        "hr_resize_y": 0,
        "hr_upscaler": "4x_foolhardy_Remacri",
        "num_outputs": 1,
        "ad_mask_blur": 4,
        "ad_2_ad_model": "face_yolov8s",
        "ad_3_ad_model": "face_yolov8s",
        "ad_4_ad_model": "face_yolov8s",
        "ad_confidence": 0.3,
        "lineart_model": "controlnet11Models_lineart",
        "sampler_steps": 20,
        "ad_2_ad_prompt": "",
        "ad_3_ad_prompt": "",
        "ad_4_ad_prompt": "",
        "ad_use_sampler": True,
        "openpose_model": "controlnet11Models_openpose",
        "scribble_model": "controlnet11Models_scribble",
        "ad_2_ad_enabled": False,
        "ad_2_ad_sampler": "Euler a",
        "ad_3_ad_enabled": False,
        "ad_3_ad_sampler": "Euler a",
        "ad_4_ad_enabled": False,
        "ad_4_ad_sampler": "Euler a",
        "ad_dilate_erode": 4,
        "generation_type": "txt2img",
        "lineart_enabled": False,
        "negative_prompt": "(deformed, distorted, disfigured:1.3), (naked, nude:1.5), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, (mutated hands and fingers:1.4), disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation",
        "tile_blur_model": "controlnet11Models_tile",
        "ad_inpaint_width": 512,
        "openpose_enabled": False,
        "scribble_enabled": False,
        "ad_2_ad_mask_blur": 4,
        "ad_3_ad_mask_blur": 4,
        "ad_4_ad_mask_blur": 4,
        "ad_inpaint_height": 512,
        "reference_enabled": False,
        "tile_blur_enabled": False,
        "ad_2_ad_confidence": 0.3,
        "ad_3_ad_confidence": 0.3,
        "ad_4_ad_confidence": 0.3,
        "ad_mask_merge_mode": "None",
        "ad_negative_prompt": "",
        "denoising_strength": 0.75,
        "instruct_p2p_model": "control_v11e_sd15_ip2p_fp16",
        "sd_upscaler_enable": False,
        "ad_2_ad_use_sampler": True,
        "ad_3_ad_use_sampler": True,
        "ad_4_ad_use_sampler": True,
        "reference_2_enabled": False,
        "ad_2_ad_dilate_erode": 4,
        "ad_3_ad_dilate_erode": 4,
        "ad_4_ad_dilate_erode": 4,
        "hr_second_pass_steps": 0,
        "instruct_p2p_enabled": False,
        "lineart_control_mode": "Balanced",
        "lineart_guidance_end": 1,
        "lineart_preprocessor": "lineart_realistic",
        "sd_upscaler_upscaler": "4x_foolhardy_Remacri",
        "ad_2_ad_inpaint_width": 512,
        "ad_3_ad_inpaint_width": 512,
        "ad_4_ad_inpaint_width": 512,
        "ad_denoising_strength": 0.4,
        "openpose_control_mode": "Balanced",
        "openpose_guidance_end": 1,
        "openpose_preprocessor": "openpose_full",
        "scribble_control_mode": "Balanced",
        "scribble_guidance_end": 1,
        "scribble_preprocessor": "t2ia_sketch_pidi",
        "ad_2_ad_inpaint_height": 512,
        "ad_3_ad_inpaint_height": 512,
        "ad_4_ad_inpaint_height": 512,
        "ad_inpaint_only_masked": True,
        "lineart_control_weight": 1,
        "lineart_guidance_start": 0,
        "lineart_use_image_size": False,
        "reference_control_mode": "Balanced",
        "reference_guidance_end": 1,
        "reference_preprocessor": "reference_only",
        "tile_blur_control_mode": "Balanced",
        "tile_blur_guidance_end": 1,
        "tile_blur_preprocessor": "tile_resample",
        "ad_2_ad_mask_merge_mode": "None",
        "ad_2_ad_negative_prompt": "",
        "ad_3_ad_mask_merge_mode": "None",
        "ad_3_ad_negative_prompt": "",
        "ad_4_ad_mask_merge_mode": "None",
        "ad_4_ad_negative_prompt": "",
        "openpose_control_weight": 1,
        "openpose_guidance_start": 0,
        "openpose_use_image_size": False,
        "scribble_control_weight": 1,
        "scribble_guidance_start": 0,
        "scribble_use_image_size": False,
        "scribble_xdog_threshold": 32,
        "clip_stop_at_last_layers": 2,
        "reference_2_control_mode": "Balanced",
        "reference_2_guidance_end": 1,
        "reference_2_preprocessor": "reference_only",
        "reference_control_weight": 1,
        "reference_guidance_start": 0,
        "reference_style_fidelity": 0.5,
        "reference_use_image_size": False,
        "sd_upscaler_scale_factor": 2,
        "sd_upscaler_tile_overlap": 16,
        "tile_blur_control_weight": 1,
        "tile_blur_guidance_start": 0,
        "tile_blur_use_image_size": False,
        "instruct_p2p_control_mode": "Balanced",
        "instruct_p2p_guidance_end": 1,
        "ad_2_ad_denoising_strength": 0.4,
        "ad_3_ad_denoising_strength": 0.4,
        "ad_4_ad_denoising_strength": 0.4,
        "reference_2_control_weight": 1,
        "reference_2_guidance_start": 0,
        "reference_2_style_fidelity": 0.5,
        "reference_2_use_image_size": False,
        "ad_2_ad_inpaint_only_masked": True,
        "ad_3_ad_inpaint_only_masked": True,
        "ad_4_ad_inpaint_only_masked": True,
        "ad_use_inpaint_width_height": False,
        "instruct_p2p_control_weight": 1,
        "instruct_p2p_guidance_start": 0,
        "instruct_p2p_use_image_size": False,
        "tile_blur_down_sampling_rate": 1,
        "ad_inpaint_only_masked_padding": 32,
        "lineart_preprocessor_resolution": 512,
        "ad_2_ad_use_inpaint_width_height": False,
        "ad_3_ad_use_inpaint_width_height": False,
        "ad_4_ad_use_inpaint_width_height": False,
        "openpose_preprocessor_resolution": 512,
        "scribble_preprocessor_resolution": 512,
        "ad_2_ad_inpaint_only_masked_padding": 32,
        "ad_3_ad_inpaint_only_masked_padding": 32,
        "ad_4_ad_inpaint_only_masked_padding": 32
    }
)

print(output)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run mlscade/stable_diffusion_no_ui_control using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "mlscade/stable_diffusion_no_ui_control:5a19235a71f72799c94abf0c38a9fcff6e22d08eeecd83199070fdd9f290cef9",
    "input": {
      "width": 512,
      "height": 512,
      "prompt": "",
      "tiling": false,
      "sampler": "Euler a",
      "ad_model": "face_yolov8s",
      "hr_scale": 2,
      "ad_prompt": "",
      "cfg_scale": 7,
      "ad_enabled": false,
      "ad_sampler": "Euler a",
      "hr_enabled": false,
      "hr_resize_x": 0,
      "hr_resize_y": 0,
      "hr_upscaler": "4x_foolhardy_Remacri",
      "num_outputs": 1,
      "ad_mask_blur": 4,
      "ad_2_ad_model": "face_yolov8s",
      "ad_3_ad_model": "face_yolov8s",
      "ad_4_ad_model": "face_yolov8s",
      "ad_confidence": 0.3,
      "lineart_model": "controlnet11Models_lineart",
      "sampler_steps": 20,
      "ad_2_ad_prompt": "",
      "ad_3_ad_prompt": "",
      "ad_4_ad_prompt": "",
      "ad_use_sampler": true,
      "openpose_model": "controlnet11Models_openpose",
      "scribble_model": "controlnet11Models_scribble",
      "ad_2_ad_enabled": false,
      "ad_2_ad_sampler": "Euler a",
      "ad_3_ad_enabled": false,
      "ad_3_ad_sampler": "Euler a",
      "ad_4_ad_enabled": false,
      "ad_4_ad_sampler": "Euler a",
      "ad_dilate_erode": 4,
      "generation_type": "txt2img",
      "lineart_enabled": false,
      "negative_prompt": "(deformed, distorted, disfigured:1.3), (naked, nude:1.5), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, (mutated hands and fingers:1.4), disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation",
      "tile_blur_model": "controlnet11Models_tile",
      "ad_inpaint_width": 512,
      "openpose_enabled": false,
      "scribble_enabled": false,
      "ad_2_ad_mask_blur": 4,
      "ad_3_ad_mask_blur": 4,
      "ad_4_ad_mask_blur": 4,
      "ad_inpaint_height": 512,
      "reference_enabled": false,
      "tile_blur_enabled": false,
      "ad_2_ad_confidence": 0.3,
      "ad_3_ad_confidence": 0.3,
      "ad_4_ad_confidence": 0.3,
      "ad_mask_merge_mode": "None",
      "ad_negative_prompt": "",
      "denoising_strength": 0.75,
      "instruct_p2p_model": "control_v11e_sd15_ip2p_fp16",
      "sd_upscaler_enable": false,
      "ad_2_ad_use_sampler": true,
      "ad_3_ad_use_sampler": true,
      "ad_4_ad_use_sampler": true,
      "reference_2_enabled": false,
      "ad_2_ad_dilate_erode": 4,
      "ad_3_ad_dilate_erode": 4,
      "ad_4_ad_dilate_erode": 4,
      "hr_second_pass_steps": 0,
      "instruct_p2p_enabled": false,
      "lineart_control_mode": "Balanced",
      "lineart_guidance_end": 1,
      "lineart_preprocessor": "lineart_realistic",
      "sd_upscaler_upscaler": "4x_foolhardy_Remacri",
      "ad_2_ad_inpaint_width": 512,
      "ad_3_ad_inpaint_width": 512,
      "ad_4_ad_inpaint_width": 512,
      "ad_denoising_strength": 0.4,
      "openpose_control_mode": "Balanced",
      "openpose_guidance_end": 1,
      "openpose_preprocessor": "openpose_full",
      "scribble_control_mode": "Balanced",
      "scribble_guidance_end": 1,
      "scribble_preprocessor": "t2ia_sketch_pidi",
      "ad_2_ad_inpaint_height": 512,
      "ad_3_ad_inpaint_height": 512,
      "ad_4_ad_inpaint_height": 512,
      "ad_inpaint_only_masked": true,
      "lineart_control_weight": 1,
      "lineart_guidance_start": 0,
      "lineart_use_image_size": false,
      "reference_control_mode": "Balanced",
      "reference_guidance_end": 1,
      "reference_preprocessor": "reference_only",
      "tile_blur_control_mode": "Balanced",
      "tile_blur_guidance_end": 1,
      "tile_blur_preprocessor": "tile_resample",
      "ad_2_ad_mask_merge_mode": "None",
      "ad_2_ad_negative_prompt": "",
      "ad_3_ad_mask_merge_mode": "None",
      "ad_3_ad_negative_prompt": "",
      "ad_4_ad_mask_merge_mode": "None",
      "ad_4_ad_negative_prompt": "",
      "openpose_control_weight": 1,
      "openpose_guidance_start": 0,
      "openpose_use_image_size": false,
      "scribble_control_weight": 1,
      "scribble_guidance_start": 0,
      "scribble_use_image_size": false,
      "scribble_xdog_threshold": 32,
      "clip_stop_at_last_layers": 2,
      "reference_2_control_mode": "Balanced",
      "reference_2_guidance_end": 1,
      "reference_2_preprocessor": "reference_only",
      "reference_control_weight": 1,
      "reference_guidance_start": 0,
      "reference_style_fidelity": 0.5,
      "reference_use_image_size": false,
      "sd_upscaler_scale_factor": 2,
      "sd_upscaler_tile_overlap": 16,
      "tile_blur_control_weight": 1,
      "tile_blur_guidance_start": 0,
      "tile_blur_use_image_size": false,
      "instruct_p2p_control_mode": "Balanced",
      "instruct_p2p_guidance_end": 1,
      "ad_2_ad_denoising_strength": 0.4,
      "ad_3_ad_denoising_strength": 0.4,
      "ad_4_ad_denoising_strength": 0.4,
      "reference_2_control_weight": 1,
      "reference_2_guidance_start": 0,
      "reference_2_style_fidelity": 0.5,
      "reference_2_use_image_size": false,
      "ad_2_ad_inpaint_only_masked": true,
      "ad_3_ad_inpaint_only_masked": true,
      "ad_4_ad_inpaint_only_masked": true,
      "ad_use_inpaint_width_height": false,
      "instruct_p2p_control_weight": 1,
      "instruct_p2p_guidance_start": 0,
      "instruct_p2p_use_image_size": false,
      "tile_blur_down_sampling_rate": 1,
      "ad_inpaint_only_masked_padding": 32,
      "lineart_preprocessor_resolution": 512,
      "ad_2_ad_use_inpaint_width_height": false,
      "ad_3_ad_use_inpaint_width_height": false,
      "ad_4_ad_use_inpaint_width_height": false,
      "openpose_preprocessor_resolution": 512,
      "scribble_preprocessor_resolution": 512,
      "ad_2_ad_inpaint_only_masked_padding": 32,
      "ad_3_ad_inpaint_only_masked_padding": 32,
      "ad_4_ad_inpaint_only_masked_padding": 32
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

You can run this model locally using Cog. First, install Cog:

brew install cog

If you don’t have Homebrew, there are other installation options available.

Run this to download the model and run it in your local environment:

cog predict r8.im/mlscade/stable_diffusion_no_ui_control@sha256:5a19235a71f72799c94abf0c38a9fcff6e22d08eeecd83199070fdd9f290cef9 \
  -i 'width=512' \
  -i 'height=512' \
  -i 'prompt=""' \
  -i 'tiling=false' \
  -i 'sampler="Euler a"' \
  -i 'ad_model="face_yolov8s"' \
  -i 'hr_scale=2' \
  -i 'ad_prompt=""' \
  -i 'cfg_scale=7' \
  -i 'ad_enabled=false' \
  -i 'ad_sampler="Euler a"' \
  -i 'hr_enabled=false' \
  -i 'hr_resize_x=0' \
  -i 'hr_resize_y=0' \
  -i 'hr_upscaler="4x_foolhardy_Remacri"' \
  -i 'num_outputs=1' \
  -i 'ad_mask_blur=4' \
  -i 'ad_2_ad_model="face_yolov8s"' \
  -i 'ad_3_ad_model="face_yolov8s"' \
  -i 'ad_4_ad_model="face_yolov8s"' \
  -i 'ad_confidence=0.3' \
  -i 'lineart_model="controlnet11Models_lineart"' \
  -i 'sampler_steps=20' \
  -i 'ad_2_ad_prompt=""' \
  -i 'ad_3_ad_prompt=""' \
  -i 'ad_4_ad_prompt=""' \
  -i 'ad_use_sampler=true' \
  -i 'openpose_model="controlnet11Models_openpose"' \
  -i 'scribble_model="controlnet11Models_scribble"' \
  -i 'ad_2_ad_enabled=false' \
  -i 'ad_2_ad_sampler="Euler a"' \
  -i 'ad_3_ad_enabled=false' \
  -i 'ad_3_ad_sampler="Euler a"' \
  -i 'ad_4_ad_enabled=false' \
  -i 'ad_4_ad_sampler="Euler a"' \
  -i 'ad_dilate_erode=4' \
  -i 'generation_type="txt2img"' \
  -i 'lineart_enabled=false' \
  -i 'negative_prompt="(deformed, distorted, disfigured:1.3), (naked, nude:1.5), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, (mutated hands and fingers:1.4), disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation"' \
  -i 'tile_blur_model="controlnet11Models_tile"' \
  -i 'ad_inpaint_width=512' \
  -i 'openpose_enabled=false' \
  -i 'scribble_enabled=false' \
  -i 'ad_2_ad_mask_blur=4' \
  -i 'ad_3_ad_mask_blur=4' \
  -i 'ad_4_ad_mask_blur=4' \
  -i 'ad_inpaint_height=512' \
  -i 'reference_enabled=false' \
  -i 'tile_blur_enabled=false' \
  -i 'ad_2_ad_confidence=0.3' \
  -i 'ad_3_ad_confidence=0.3' \
  -i 'ad_4_ad_confidence=0.3' \
  -i 'ad_mask_merge_mode="None"' \
  -i 'ad_negative_prompt=""' \
  -i 'denoising_strength=0.75' \
  -i 'instruct_p2p_model="control_v11e_sd15_ip2p_fp16"' \
  -i 'sd_upscaler_enable=false' \
  -i 'ad_2_ad_use_sampler=true' \
  -i 'ad_3_ad_use_sampler=true' \
  -i 'ad_4_ad_use_sampler=true' \
  -i 'reference_2_enabled=false' \
  -i 'ad_2_ad_dilate_erode=4' \
  -i 'ad_3_ad_dilate_erode=4' \
  -i 'ad_4_ad_dilate_erode=4' \
  -i 'hr_second_pass_steps=0' \
  -i 'instruct_p2p_enabled=false' \
  -i 'lineart_control_mode="Balanced"' \
  -i 'lineart_guidance_end=1' \
  -i 'lineart_preprocessor="lineart_realistic"' \
  -i 'sd_upscaler_upscaler="4x_foolhardy_Remacri"' \
  -i 'ad_2_ad_inpaint_width=512' \
  -i 'ad_3_ad_inpaint_width=512' \
  -i 'ad_4_ad_inpaint_width=512' \
  -i 'ad_denoising_strength=0.4' \
  -i 'openpose_control_mode="Balanced"' \
  -i 'openpose_guidance_end=1' \
  -i 'openpose_preprocessor="openpose_full"' \
  -i 'scribble_control_mode="Balanced"' \
  -i 'scribble_guidance_end=1' \
  -i 'scribble_preprocessor="t2ia_sketch_pidi"' \
  -i 'ad_2_ad_inpaint_height=512' \
  -i 'ad_3_ad_inpaint_height=512' \
  -i 'ad_4_ad_inpaint_height=512' \
  -i 'ad_inpaint_only_masked=true' \
  -i 'lineart_control_weight=1' \
  -i 'lineart_guidance_start=0' \
  -i 'lineart_use_image_size=false' \
  -i 'reference_control_mode="Balanced"' \
  -i 'reference_guidance_end=1' \
  -i 'reference_preprocessor="reference_only"' \
  -i 'tile_blur_control_mode="Balanced"' \
  -i 'tile_blur_guidance_end=1' \
  -i 'tile_blur_preprocessor="tile_resample"' \
  -i 'ad_2_ad_mask_merge_mode="None"' \
  -i 'ad_2_ad_negative_prompt=""' \
  -i 'ad_3_ad_mask_merge_mode="None"' \
  -i 'ad_3_ad_negative_prompt=""' \
  -i 'ad_4_ad_mask_merge_mode="None"' \
  -i 'ad_4_ad_negative_prompt=""' \
  -i 'openpose_control_weight=1' \
  -i 'openpose_guidance_start=0' \
  -i 'openpose_use_image_size=false' \
  -i 'scribble_control_weight=1' \
  -i 'scribble_guidance_start=0' \
  -i 'scribble_use_image_size=false' \
  -i 'scribble_xdog_threshold=32' \
  -i 'clip_stop_at_last_layers=2' \
  -i 'reference_2_control_mode="Balanced"' \
  -i 'reference_2_guidance_end=1' \
  -i 'reference_2_preprocessor="reference_only"' \
  -i 'reference_control_weight=1' \
  -i 'reference_guidance_start=0' \
  -i 'reference_style_fidelity=0.5' \
  -i 'reference_use_image_size=false' \
  -i 'sd_upscaler_scale_factor=2' \
  -i 'sd_upscaler_tile_overlap=16' \
  -i 'tile_blur_control_weight=1' \
  -i 'tile_blur_guidance_start=0' \
  -i 'tile_blur_use_image_size=false' \
  -i 'instruct_p2p_control_mode="Balanced"' \
  -i 'instruct_p2p_guidance_end=1' \
  -i 'ad_2_ad_denoising_strength=0.4' \
  -i 'ad_3_ad_denoising_strength=0.4' \
  -i 'ad_4_ad_denoising_strength=0.4' \
  -i 'reference_2_control_weight=1' \
  -i 'reference_2_guidance_start=0' \
  -i 'reference_2_style_fidelity=0.5' \
  -i 'reference_2_use_image_size=false' \
  -i 'ad_2_ad_inpaint_only_masked=true' \
  -i 'ad_3_ad_inpaint_only_masked=true' \
  -i 'ad_4_ad_inpaint_only_masked=true' \
  -i 'ad_use_inpaint_width_height=false' \
  -i 'instruct_p2p_control_weight=1' \
  -i 'instruct_p2p_guidance_start=0' \
  -i 'instruct_p2p_use_image_size=false' \
  -i 'tile_blur_down_sampling_rate=1' \
  -i 'ad_inpaint_only_masked_padding=32' \
  -i 'lineart_preprocessor_resolution=512' \
  -i 'ad_2_ad_use_inpaint_width_height=false' \
  -i 'ad_3_ad_use_inpaint_width_height=false' \
  -i 'ad_4_ad_use_inpaint_width_height=false' \
  -i 'openpose_preprocessor_resolution=512' \
  -i 'scribble_preprocessor_resolution=512' \
  -i 'ad_2_ad_inpaint_only_masked_padding=32' \
  -i 'ad_3_ad_inpaint_only_masked_padding=32' \
  -i 'ad_4_ad_inpaint_only_masked_padding=32'

To learn more, take a look at the Cog documentation.

Run this to download the model and run it in your local environment:

docker run -d -p 5000:5000 --gpus=all r8.im/mlscade/stable_diffusion_no_ui_control@sha256:5a19235a71f72799c94abf0c38a9fcff6e22d08eeecd83199070fdd9f290cef9
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "width": 512,
      "height": 512,
      "prompt": "",
      "tiling": false,
      "sampler": "Euler a",
      "ad_model": "face_yolov8s",
      "hr_scale": 2,
      "ad_prompt": "",
      "cfg_scale": 7,
      "ad_enabled": false,
      "ad_sampler": "Euler a",
      "hr_enabled": false,
      "hr_resize_x": 0,
      "hr_resize_y": 0,
      "hr_upscaler": "4x_foolhardy_Remacri",
      "num_outputs": 1,
      "ad_mask_blur": 4,
      "ad_2_ad_model": "face_yolov8s",
      "ad_3_ad_model": "face_yolov8s",
      "ad_4_ad_model": "face_yolov8s",
      "ad_confidence": 0.3,
      "lineart_model": "controlnet11Models_lineart",
      "sampler_steps": 20,
      "ad_2_ad_prompt": "",
      "ad_3_ad_prompt": "",
      "ad_4_ad_prompt": "",
      "ad_use_sampler": true,
      "openpose_model": "controlnet11Models_openpose",
      "scribble_model": "controlnet11Models_scribble",
      "ad_2_ad_enabled": false,
      "ad_2_ad_sampler": "Euler a",
      "ad_3_ad_enabled": false,
      "ad_3_ad_sampler": "Euler a",
      "ad_4_ad_enabled": false,
      "ad_4_ad_sampler": "Euler a",
      "ad_dilate_erode": 4,
      "generation_type": "txt2img",
      "lineart_enabled": false,
      "negative_prompt": "(deformed, distorted, disfigured:1.3), (naked, nude:1.5), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, (mutated hands and fingers:1.4), disconnected limbs, mutation, mutated, ugly, disgusting, blurry, amputation",
      "tile_blur_model": "controlnet11Models_tile",
      "ad_inpaint_width": 512,
      "openpose_enabled": false,
      "scribble_enabled": false,
      "ad_2_ad_mask_blur": 4,
      "ad_3_ad_mask_blur": 4,
      "ad_4_ad_mask_blur": 4,
      "ad_inpaint_height": 512,
      "reference_enabled": false,
      "tile_blur_enabled": false,
      "ad_2_ad_confidence": 0.3,
      "ad_3_ad_confidence": 0.3,
      "ad_4_ad_confidence": 0.3,
      "ad_mask_merge_mode": "None",
      "ad_negative_prompt": "",
      "denoising_strength": 0.75,
      "instruct_p2p_model": "control_v11e_sd15_ip2p_fp16",
      "sd_upscaler_enable": false,
      "ad_2_ad_use_sampler": true,
      "ad_3_ad_use_sampler": true,
      "ad_4_ad_use_sampler": true,
      "reference_2_enabled": false,
      "ad_2_ad_dilate_erode": 4,
      "ad_3_ad_dilate_erode": 4,
      "ad_4_ad_dilate_erode": 4,
      "hr_second_pass_steps": 0,
      "instruct_p2p_enabled": false,
      "lineart_control_mode": "Balanced",
      "lineart_guidance_end": 1,
      "lineart_preprocessor": "lineart_realistic",
      "sd_upscaler_upscaler": "4x_foolhardy_Remacri",
      "ad_2_ad_inpaint_width": 512,
      "ad_3_ad_inpaint_width": 512,
      "ad_4_ad_inpaint_width": 512,
      "ad_denoising_strength": 0.4,
      "openpose_control_mode": "Balanced",
      "openpose_guidance_end": 1,
      "openpose_preprocessor": "openpose_full",
      "scribble_control_mode": "Balanced",
      "scribble_guidance_end": 1,
      "scribble_preprocessor": "t2ia_sketch_pidi",
      "ad_2_ad_inpaint_height": 512,
      "ad_3_ad_inpaint_height": 512,
      "ad_4_ad_inpaint_height": 512,
      "ad_inpaint_only_masked": true,
      "lineart_control_weight": 1,
      "lineart_guidance_start": 0,
      "lineart_use_image_size": false,
      "reference_control_mode": "Balanced",
      "reference_guidance_end": 1,
      "reference_preprocessor": "reference_only",
      "tile_blur_control_mode": "Balanced",
      "tile_blur_guidance_end": 1,
      "tile_blur_preprocessor": "tile_resample",
      "ad_2_ad_mask_merge_mode": "None",
      "ad_2_ad_negative_prompt": "",
      "ad_3_ad_mask_merge_mode": "None",
      "ad_3_ad_negative_prompt": "",
      "ad_4_ad_mask_merge_mode": "None",
      "ad_4_ad_negative_prompt": "",
      "openpose_control_weight": 1,
      "openpose_guidance_start": 0,
      "openpose_use_image_size": false,
      "scribble_control_weight": 1,
      "scribble_guidance_start": 0,
      "scribble_use_image_size": false,
      "scribble_xdog_threshold": 32,
      "clip_stop_at_last_layers": 2,
      "reference_2_control_mode": "Balanced",
      "reference_2_guidance_end": 1,
      "reference_2_preprocessor": "reference_only",
      "reference_control_weight": 1,
      "reference_guidance_start": 0,
      "reference_style_fidelity": 0.5,
      "reference_use_image_size": false,
      "sd_upscaler_scale_factor": 2,
      "sd_upscaler_tile_overlap": 16,
      "tile_blur_control_weight": 1,
      "tile_blur_guidance_start": 0,
      "tile_blur_use_image_size": false,
      "instruct_p2p_control_mode": "Balanced",
      "instruct_p2p_guidance_end": 1,
      "ad_2_ad_denoising_strength": 0.4,
      "ad_3_ad_denoising_strength": 0.4,
      "ad_4_ad_denoising_strength": 0.4,
      "reference_2_control_weight": 1,
      "reference_2_guidance_start": 0,
      "reference_2_style_fidelity": 0.5,
      "reference_2_use_image_size": false,
      "ad_2_ad_inpaint_only_masked": true,
      "ad_3_ad_inpaint_only_masked": true,
      "ad_4_ad_inpaint_only_masked": true,
      "ad_use_inpaint_width_height": false,
      "instruct_p2p_control_weight": 1,
      "instruct_p2p_guidance_start": 0,
      "instruct_p2p_use_image_size": false,
      "tile_blur_down_sampling_rate": 1,
      "ad_inpaint_only_masked_padding": 32,
      "lineart_preprocessor_resolution": 512,
      "ad_2_ad_use_inpaint_width_height": false,
      "ad_3_ad_use_inpaint_width_height": false,
      "ad_4_ad_use_inpaint_width_height": false,
      "openpose_preprocessor_resolution": 512,
      "scribble_preprocessor_resolution": 512,
      "ad_2_ad_inpaint_only_masked_padding": 32,
      "ad_3_ad_inpaint_only_masked_padding": 32,
      "ad_4_ad_inpaint_only_masked_padding": 32
    }
  }' \
  http://localhost:5000/predictions

To learn more, take a look at the Cog documentation.

Output

No output yet! Press "Submit" to start a prediction.

Run time and cost

This model runs on Nvidia A100 (80GB) GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

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