jhorovitz/flux-schnell-redux-control – Run with an API on Replicate

jhorovitz / flux-schnell-redux-control

Change the strength of the prompt to enable editing style and content. Recommendation: keep the seed constant and tune the strength.

Cold

Public
362 runs
H100
GitHub
License

Run with an API

Playground API Examples README Versions

Input

prompt

string

Shift + Return to add a new line

Text prompt

redux

file

Preview

Redux image.

redux_strength

number

(minimum: 0, maximum: 1)

Strength of the Redux image, values between 0.01 and 0.1 tend to have good results.

Default: 0.05

control_image

file

Control image (optional).

width

integer

Width, in pixels

Default: 1024

height

integer

Height, in pixels

Default: 1024

num_outputs

integer

(minimum: 1, maximum: 4)

Number of images to output.

Default: 1

num_inference_steps

integer

(minimum: 1, maximum: 50)

Number of inference steps

Default: 4

guidance_scale

number

(minimum: 0, maximum: 10)

Guidance scale for the diffusion process

Default: 3.5

seed

integer

Random seed. Set for reproducible generation

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

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

npx create-replicate --model=jhorovitz/flux-schnell-redux-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 jhorovitz/flux-schnell-redux-control using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "jhorovitz/flux-schnell-redux-control:43cb0d31e42d53ce812b62dc866b32ecd492f2d152fb28f43e4d9c7c1426037f",
  {
    input: {
      seed: 42,
      redux: "https://replicate.delivery/pbxt/MHocNcBT9rCyEg704LnolXXFDwf10UzowHqvJ2bYJ83CdCEa/car.webp",
      width: 1024,
      height: 1024,
      prompt: "A cartoon drawing of a car.",
      num_outputs: 1,
      output_format: "webp",
      guidance_scale: 3.5,
      output_quality: 80,
      redux_strength: 0.03,
      num_inference_steps: 4
    }
  }
);

// 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 jhorovitz/flux-schnell-redux-control using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "jhorovitz/flux-schnell-redux-control:43cb0d31e42d53ce812b62dc866b32ecd492f2d152fb28f43e4d9c7c1426037f",
    input={
        "seed": 42,
        "redux": "https://replicate.delivery/pbxt/MHocNcBT9rCyEg704LnolXXFDwf10UzowHqvJ2bYJ83CdCEa/car.webp",
        "width": 1024,
        "height": 1024,
        "prompt": "A cartoon drawing of a car.",
        "num_outputs": 1,
        "output_format": "webp",
        "guidance_scale": 3.5,
        "output_quality": 80,
        "redux_strength": 0.03,
        "num_inference_steps": 4
    }
)
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 jhorovitz/flux-schnell-redux-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": "43cb0d31e42d53ce812b62dc866b32ecd492f2d152fb28f43e4d9c7c1426037f",
    "input": {
      "seed": 42,
      "redux": "https://replicate.delivery/pbxt/MHocNcBT9rCyEg704LnolXXFDwf10UzowHqvJ2bYJ83CdCEa/car.webp",
      "width": 1024,
      "height": 1024,
      "prompt": "A cartoon drawing of a car.",
      "num_outputs": 1,
      "output_format": "webp",
      "guidance_scale": 3.5,
      "output_quality": 80,
      "redux_strength": 0.03,
      "num_inference_steps": 4
    }
  }' \
  https://api.replicate.com/v1/predictions

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