stability-ai/sdxl:610dddf0 – Run with an API on Replicate

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stability-ai /sdxl:610dddf0

Playground API

Input

prompt

string

Shift + Return to add a new line

Input prompt

Default: "An astronaut riding a rainbow unicorn"

negative_prompt

string

Shift + Return to add a new line

Input Negative Prompt

Default: ""

image

file

Preview

Input image for img2img or inpaint mode

mask

file

Input mask for inpaint mode

width

integer

Width of output image

Default: 1024

height

integer

Height of output image

Default: 1024

num_outputs

integer

(minimum: 1, maximum: 4)

Number of images to output.

Default: 1

scheduler

string

scheduler

Default: "KarrasDPM"

num_inference_steps

integer

(minimum: 1, maximum: 500)

Number of denoising steps

Default: 50

guidance_scale

number

(minimum: 1, maximum: 50)

Scale for classifier-free guidance

Default: 7.5

prompt_strength

number

(minimum: 0, maximum: 1)

Prompt strength when using img2img / inpaint. 1.0 corresponds to full destruction of information in image

Default: 0.8

seed

integer

Random seed. Leave blank to randomize the seed

refine

string

Which refine style to use

Default: "no_refiner"

high_noise_frac

number

(minimum: 0, maximum: 1)

for expert_ensemble_refiner, the fraction of noise to use

Default: 0.8

refine_steps

integer

for base_image_refiner, the number of steps to refine, defaults to num_inference_steps

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

npx create-replicate --model=stability-ai/sdxl

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 stability-ai/sdxl using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "stability-ai/sdxl:610dddf033f10431b1b55f24510b6009fcba23017ee551a1b9afbc4eec79e29c",
  {
    input: {
      image: "https://replicate.delivery/pbxt/JF3foGR90vm9BXSEXNaYkaeVKHYbJPinmpbMFvRtlDpH4MMk/out-0-1.png",
      width: 1024,
      height: 1024,
      prompt: "A rainbow coloured tiger",
      refine: "expert_ensemble_refiner",
      scheduler: "KarrasDPM",
      num_outputs: 1,
      guidance_scale: 7.5,
      high_noise_frac: 0.8,
      negative_prompt: "",
      prompt_strength: 0.65,
      num_inference_steps: 50
    }
  }
);

// To access the file URL:
console.log(output[0].url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output[0]);

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 stability-ai/sdxl using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "stability-ai/sdxl:610dddf033f10431b1b55f24510b6009fcba23017ee551a1b9afbc4eec79e29c",
    input={
        "image": "https://replicate.delivery/pbxt/JF3foGR90vm9BXSEXNaYkaeVKHYbJPinmpbMFvRtlDpH4MMk/out-0-1.png",
        "width": 1024,
        "height": 1024,
        "prompt": "A rainbow coloured tiger",
        "refine": "expert_ensemble_refiner",
        "scheduler": "KarrasDPM",
        "num_outputs": 1,
        "guidance_scale": 7.5,
        "high_noise_frac": 0.8,
        "negative_prompt": "",
        "prompt_strength": 0.65,
        "num_inference_steps": 50
    }
)
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 stability-ai/sdxl 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": "610dddf033f10431b1b55f24510b6009fcba23017ee551a1b9afbc4eec79e29c",
    "input": {
      "image": "https://replicate.delivery/pbxt/JF3foGR90vm9BXSEXNaYkaeVKHYbJPinmpbMFvRtlDpH4MMk/out-0-1.png",
      "width": 1024,
      "height": 1024,
      "prompt": "A rainbow coloured tiger",
      "refine": "expert_ensemble_refiner",
      "scheduler": "KarrasDPM",
      "num_outputs": 1,
      "guidance_scale": 7.5,
      "high_noise_frac": 0.8,
      "negative_prompt": "",
      "prompt_strength": 0.65,
      "num_inference_steps": 50
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2023-07-26T20:20:38.861038Z",
  "created_at": "2023-07-26T20:20:31.036768Z",
  "data_removed": false,
  "error": null,
  "id": "ks4e2jdb6zef4xodz3mz5utuu4",
  "input": {
    "image": "https://replicate.delivery/pbxt/JF3foGR90vm9BXSEXNaYkaeVKHYbJPinmpbMFvRtlDpH4MMk/out-0-1.png",
    "width": 1024,
    "height": 1024,
    "prompt": "A rainbow coloured tiger",
    "refine": "expert_ensemble_refiner",
    "scheduler": "KarrasDPM",
    "num_outputs": 1,
    "guidance_scale": 7.5,
    "high_noise_frac": 0.8,
    "prompt_strength": 0.65,
    "num_inference_steps": 50
  },
  "logs": "Using seed: 47500\nimg2img mode\n  0%|          | 0/13 [00:00<?, ?it/s]\n  8%|▊         | 1/13 [00:00<00:02,  4.99it/s]\n 15%|█▌        | 2/13 [00:00<00:02,  4.98it/s]\n 23%|██▎       | 3/13 [00:00<00:02,  4.98it/s]\n 31%|███       | 4/13 [00:00<00:01,  4.98it/s]\n 38%|███▊      | 5/13 [00:01<00:01,  4.97it/s]\n 46%|████▌     | 6/13 [00:01<00:01,  4.96it/s]\n 54%|█████▍    | 7/13 [00:01<00:01,  4.97it/s]\n 62%|██████▏   | 8/13 [00:01<00:01,  4.97it/s]\n 69%|██████▉   | 9/13 [00:01<00:00,  4.97it/s]\n 77%|███████▋  | 10/13 [00:02<00:00,  4.96it/s]\n 85%|████████▍ | 11/13 [00:02<00:00,  4.96it/s]\n 92%|█████████▏| 12/13 [00:02<00:00,  4.96it/s]\n100%|██████████| 13/13 [00:02<00:00,  4.95it/s]\n100%|██████████| 13/13 [00:02<00:00,  4.97it/s]\n  0%|          | 0/10 [00:00<?, ?it/s]\n 10%|█         | 1/10 [00:00<00:02,  4.24it/s]\n 20%|██        | 2/10 [00:00<00:01,  4.29it/s]\n 30%|███       | 3/10 [00:00<00:01,  4.31it/s]\n 40%|████      | 4/10 [00:00<00:01,  4.31it/s]\n 50%|█████     | 5/10 [00:01<00:01,  4.32it/s]\n 60%|██████    | 6/10 [00:01<00:00,  4.32it/s]\n 70%|███████   | 7/10 [00:01<00:00,  4.32it/s]\n 80%|████████  | 8/10 [00:01<00:00,  4.32it/s]\n 90%|█████████ | 9/10 [00:02<00:00,  4.32it/s]\n100%|██████████| 10/10 [00:02<00:00,  4.32it/s]\n100%|██████████| 10/10 [00:02<00:00,  4.31it/s]",
  "metrics": {
    "predict_time": 7.829192,
    "total_time": 7.82427
  },
  "output": [
    "https://replicate.delivery/pbxt/YhL0f6v0tfhmlEjce0iA2jFLW5vuKDbUh69FYNjnfQEXhMPFB/out-0.png"
  ],
  "started_at": "2023-07-26T20:20:31.031846Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/ks4e2jdb6zef4xodz3mz5utuu4",
    "cancel": "https://api.replicate.com/v1/predictions/ks4e2jdb6zef4xodz3mz5utuu4/cancel"
  },
  "version": "610dddf033f10431b1b55f24510b6009fcba23017ee551a1b9afbc4eec79e29c"
}

Generated in

7.8 seconds

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