zeke/sd3-inpainting-with-differential-diffusion:bde02b23

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zeke /sd3-inpainting-with-differential-diffusion:bde02b23

Playground API

Input

prompt

string

Shift + Return to add a new line

Input prompt

Default: ""

negative_prompt

string

Shift + Return to add a new line

Input negative prompt

Default: ""

image

file

Input image for img2img mode

mask

file

Mask for inpainting. White pixels will be inpainted and black pixels will be preserved. Gray pixels will be partially inpainted. If using a `mask` input, you must also provide an `image` input. A `prompt_strength` setting of >0.8 usually works well. Note that Stable Diffusion 3 was not trained for inpainting, so your mileage may vary.

aspect_ratio

string

Aspect ratio for the generated image

Default: "1:1"

num_outputs

integer

(minimum: 1, maximum: 4)

Number of images to output.

Default: 1

guidance_scale

number

(minimum: 0, maximum: 50)

Scale for classifier-free guidance

Default: 7

prompt_strength

number

(minimum: 0, maximum: 1)

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

Default: 0.6

seed

integer

Random seed. Leave blank to randomize the seed

output_format

string

Format of the output images

Default: "webp"

output_quality

integer

(minimum: 0, maximum: 100)

Quality when saving the output images, from 0 to 100. 100 is best quality, 0 is lowest quality. Not relevant for .png outputs

Default: 80

disable_safety_checker

boolean

Disable safety checker for generated images. This feature is only available through the API. See [https://replicate.com/docs/how-does-replicate-work#safety](https://replicate.com/docs/how-does-replicate-work#safety)

Default: false

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

npx create-replicate --model=zeke/sd3-inpainting-with-differential-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 zeke/sd3-inpainting-with-differential-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "zeke/sd3-inpainting-with-differential-diffusion:bde02b2370223e0219b85dd253d4db0743bb5d8e1e78753cf39b9dca3518bcaf",
  {
    input: {
      prompt: "",
      num_outputs: 1,
      aspect_ratio: "1:1",
      output_format: "webp",
      guidance_scale: 7,
      output_quality: 80,
      negative_prompt: "",
      prompt_strength: 0.6
    }
  }
);

// 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 zeke/sd3-inpainting-with-differential-diffusion using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "zeke/sd3-inpainting-with-differential-diffusion:bde02b2370223e0219b85dd253d4db0743bb5d8e1e78753cf39b9dca3518bcaf",
    input={
        "prompt": "",
        "num_outputs": 1,
        "aspect_ratio": "1:1",
        "output_format": "webp",
        "guidance_scale": 7,
        "output_quality": 80,
        "negative_prompt": "",
        "prompt_strength": 0.6
    }
)
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 zeke/sd3-inpainting-with-differential-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": "zeke/sd3-inpainting-with-differential-diffusion:bde02b2370223e0219b85dd253d4db0743bb5d8e1e78753cf39b9dca3518bcaf",
    "input": {
      "prompt": "",
      "num_outputs": 1,
      "aspect_ratio": "1:1",
      "output_format": "webp",
      "guidance_scale": 7,
      "output_quality": 80,
      "negative_prompt": "",
      "prompt_strength": 0.6
    }
  }' \
  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.