nightmareai/disco-diffusion:0ed75cb9 – Run with an API on Replicate

Version

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nightmareai /disco-diffusion:0ed75cb9

Playground API

Input

steps

integer

Number of steps

Default: 75

prompt

string

Shift + Return to add a new line

A beautiful painting of a singular lighthouse, shining its light across a tumultuous sea of blood by greg rutkowski and thomas kinkade, Trending on artstation.A beautiful painting of a singular lighthouse, shining its light across a tumultuous sea of blood by greg rutkowski and thomas kinkade, Trending on artstation.

Text Prompt

Default: "A beautiful painting of a singular lighthouse, shining its light across a tumultuous sea of blood by greg rutkowski and thomas kinkade, Trending on artstation."

ViTB32

boolean

Use ViTB32 model

Default: true

ViTB16

boolean

Use ViTB16 model

Default: true

RN50

boolean

Use RN50 model

Default: true

diffusion_model

string

Diffusion Model

Default: "512x512_diffusion_uncond_finetune_008100"

use_secondary_model

boolean

Use secondary model

Default: true

diffusion_sampling_mode

string

Diffusion Sampling Mode

Default: "plms"

width

integer

Width

Default: 512

height

integer

Height

Default: 256

clip_guidance_scale

integer

CLIP Guidance Scale

Default: 5000

tv_scale

integer

TV Scale

Default: 0

range_scale

integer

Range Scale

Default: 150

sat_scale

integer

Saturation Scale

Default: 0

cutn_batches

integer

Cut Batches

Default: 4

skip_augs

boolean

Skip Augmentations

Default: false

init_image

file

Init Image

target_image

file

Target Image

init_scale

integer

Init Scale

Default: 1000

target_scale

integer

Target Scale

Default: 20000

skip_steps

integer

Skip Steps

Default: 10

seed

integer

(minimum: 0, maximum: 4294967295)

Seed (leave empty to use a random seed)

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

npx create-replicate --model=nightmareai/disco-diffusion

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 nightmareai/disco-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "nightmareai/disco-diffusion:0ed75cb99417a4391df952152e12e1ba426226fd68da0e4a533a2f48af1fbb12",
  {
    input: {
      RN50: true,
      steps: 75,
      width: 512,
      ViTB16: true,
      ViTB32: true,
      height: 256,
      prompt: "A beautiful painting of a singular lighthouse, shining its light across a tumultuous sea of blood by greg rutkowski and thomas kinkade, Trending on artstation.",
      tv_scale: 0,
      sat_scale: 0,
      skip_augs: false,
      init_scale: 1000,
      skip_steps: 10,
      range_scale: 150,
      cutn_batches: 4,
      target_scale: 20000,
      diffusion_model: "512x512_diffusion_uncond_finetune_008100",
      clip_guidance_scale: 5000,
      use_secondary_model: true,
      diffusion_sampling_mode: "plms"
    }
  }
);
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 nightmareai/disco-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "nightmareai/disco-diffusion:0ed75cb99417a4391df952152e12e1ba426226fd68da0e4a533a2f48af1fbb12",
    input={
        "RN50": True,
        "steps": 75,
        "width": 512,
        "ViTB16": True,
        "ViTB32": True,
        "height": 256,
        "prompt": "A beautiful painting of a singular lighthouse, shining its light across a tumultuous sea of blood by greg rutkowski and thomas kinkade, Trending on artstation.",
        "tv_scale": 0,
        "sat_scale": 0,
        "skip_augs": False,
        "init_scale": 1000,
        "skip_steps": 10,
        "range_scale": 150,
        "cutn_batches": 4,
        "target_scale": 20000,
        "diffusion_model": "512x512_diffusion_uncond_finetune_008100",
        "clip_guidance_scale": 5000,
        "use_secondary_model": True,
        "diffusion_sampling_mode": "plms"
    }
)
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 nightmareai/disco-diffusion 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": "0ed75cb99417a4391df952152e12e1ba426226fd68da0e4a533a2f48af1fbb12",
    "input": {
      "RN50": true,
      "steps": 75,
      "width": 512,
      "ViTB16": true,
      "ViTB32": true,
      "height": 256,
      "prompt": "A beautiful painting of a singular lighthouse, shining its light across a tumultuous sea of blood by greg rutkowski and thomas kinkade, Trending on artstation.",
      "tv_scale": 0,
      "sat_scale": 0,
      "skip_augs": false,
      "init_scale": 1000,
      "skip_steps": 10,
      "range_scale": 150,
      "cutn_batches": 4,
      "target_scale": 20000,
      "diffusion_model": "512x512_diffusion_uncond_finetune_008100",
      "clip_guidance_scale": 5000,
      "use_secondary_model": true,
      "diffusion_sampling_mode": "plms"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

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