adirik/t2i-adapter-sdxl-canny:213de658 – Run with an API on Replicate

Version

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adirik /t2i-adapter-sdxl-canny:213de658

Playground API

Input

image

*file

Input image

prompt

string

Shift + Return to add a new line

Mystical fairy in real, magic, 4k picture, high qualityMystical fairy in real, magic, 4k picture, high quality

Input prompt

Default: "Mystical fairy in real, magic, 4k picture, high quality"

negative_prompt

string

Shift + Return to add a new line

extra digit, fewer digits, cropped, worst quality, low quality, glitch, deformed, mutated, ugly, disfiguredextra digit, fewer digits, cropped, worst quality, low quality, glitch, deformed, mutated, ugly, disfigured

Specify things to not see in the output

Default: "extra digit, fewer digits, cropped, worst quality, low quality, glitch, deformed, mutated, ugly, disfigured"

num_inference_steps

integer

(minimum: 0, maximum: 100)

Number of diffusion steps

Default: 30

adapter_conditioning_scale

number

(minimum: 0, maximum: 5)

Conditioning scale

Default: 0.8

adapter_conditioning_factor

number

(minimum: 0, maximum: 1)

Factor to scale image by

Default: 1

guidance_scale

number

(minimum: 0, maximum: 10)

Guidance scale to match the prompt

Default: 7.5

num_samples

integer

(minimum: 1, maximum: 4)

Number of outputs to generate

Default: 1

scheduler

string

Which scheduler to use

Default: "K_EULER_ANCESTRAL"

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

npx create-replicate --model=adirik/t2i-adapter-sdxl-canny

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 adirik/t2i-adapter-sdxl-canny using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "adirik/t2i-adapter-sdxl-canny:213de6583980bc85534c6c1d416571387f5a393e2fba8c13bbbfa5abdcb76047",
  {
    input: {
      prompt: "Mystical fairy in real, magic, 4k picture, high quality",
      scheduler: "K_EULER_ANCESTRAL",
      num_samples: 1,
      guidance_scale: 7.5,
      negative_prompt: "extra digit, fewer digits, cropped, worst quality, low quality, glitch, deformed, mutated, ugly, disfigured",
      num_inference_steps: 30,
      adapter_conditioning_scale: 0.8,
      adapter_conditioning_factor: 1
    }
  }
);

// 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 adirik/t2i-adapter-sdxl-canny using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "adirik/t2i-adapter-sdxl-canny:213de6583980bc85534c6c1d416571387f5a393e2fba8c13bbbfa5abdcb76047",
    input={
        "prompt": "Mystical fairy in real, magic, 4k picture, high quality",
        "scheduler": "K_EULER_ANCESTRAL",
        "num_samples": 1,
        "guidance_scale": 7.5,
        "negative_prompt": "extra digit, fewer digits, cropped, worst quality, low quality, glitch, deformed, mutated, ugly, disfigured",
        "num_inference_steps": 30,
        "adapter_conditioning_scale": 0.8,
        "adapter_conditioning_factor": 1
    }
)
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 adirik/t2i-adapter-sdxl-canny 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": "213de6583980bc85534c6c1d416571387f5a393e2fba8c13bbbfa5abdcb76047",
    "input": {
      "prompt": "Mystical fairy in real, magic, 4k picture, high quality",
      "scheduler": "K_EULER_ANCESTRAL",
      "num_samples": 1,
      "guidance_scale": 7.5,
      "negative_prompt": "extra digit, fewer digits, cropped, worst quality, low quality, glitch, deformed, mutated, ugly, disfigured",
      "num_inference_steps": 30,
      "adapter_conditioning_scale": 0.8,
      "adapter_conditioning_factor": 1
    }
  }' \
  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/adirik/t2i-adapter-sdxl-canny@sha256:213de6583980bc85534c6c1d416571387f5a393e2fba8c13bbbfa5abdcb76047 \
  -i 'prompt="Mystical fairy in real, magic, 4k picture, high quality"' \
  -i 'scheduler="K_EULER_ANCESTRAL"' \
  -i 'num_samples=1' \
  -i 'guidance_scale=7.5' \
  -i 'negative_prompt="extra digit, fewer digits, cropped, worst quality, low quality, glitch, deformed, mutated, ugly, disfigured"' \
  -i 'num_inference_steps=30' \
  -i 'adapter_conditioning_scale=0.8' \
  -i 'adapter_conditioning_factor=1'

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/adirik/t2i-adapter-sdxl-canny@sha256:213de6583980bc85534c6c1d416571387f5a393e2fba8c13bbbfa5abdcb76047
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "prompt": "Mystical fairy in real, magic, 4k picture, high quality",
      "scheduler": "K_EULER_ANCESTRAL",
      "num_samples": 1,
      "guidance_scale": 7.5,
      "negative_prompt": "extra digit, fewer digits, cropped, worst quality, low quality, glitch, deformed, mutated, ugly, disfigured",
      "num_inference_steps": 30,
      "adapter_conditioning_scale": 0.8,
      "adapter_conditioning_factor": 1
    }
  }' \
  http://localhost:5000/predictions

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

Output

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