jhorovitz/flux-dev-redux-control:2d77f82d | Run with an API on Replicate

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jhorovitz /flux-dev-redux-control:2d77f82d

Playground API Setup logs

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

Preview

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: 28

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-dev-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";
import fs from "node:fs";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run jhorovitz/flux-dev-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-dev-redux-control:2d77f82dce2466dee3646296420ef620bf8ab28580ef4cd7c60d22d8900e5337",
  {
    input: {
      redux: "https://replicate.delivery/pbxt/ML6lOgKvDAmP2ByQnHlV3D7y0Xuerf3lDJGksDs2ixd1fzdz/yoni2.jpg",
      width: 1024,
      height: 1024,
      prompt: "a man riding a skateboard",
      num_outputs: 1,
      control_image: "https://replicate.delivery/pbxt/ML6lOSgpOfStaqp64xbmJMRLwdLHYGZqsAoQAOdPjKfAE0fk/man_on_skateboard.webp",
      output_format: "webp",
      guidance_scale: 3.5,
      output_quality: 80,
      redux_strength: 0.02,
      num_inference_steps: 28
    }
  }
);

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

output = replicate.run(
    "jhorovitz/flux-dev-redux-control:2d77f82dce2466dee3646296420ef620bf8ab28580ef4cd7c60d22d8900e5337",
    input={
        "redux": "https://replicate.delivery/pbxt/ML6lOgKvDAmP2ByQnHlV3D7y0Xuerf3lDJGksDs2ixd1fzdz/yoni2.jpg",
        "width": 1024,
        "height": 1024,
        "prompt": "a man riding a skateboard",
        "num_outputs": 1,
        "control_image": "https://replicate.delivery/pbxt/ML6lOSgpOfStaqp64xbmJMRLwdLHYGZqsAoQAOdPjKfAE0fk/man_on_skateboard.webp",
        "output_format": "webp",
        "guidance_scale": 3.5,
        "output_quality": 80,
        "redux_strength": 0.02,
        "num_inference_steps": 28
    }
)

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

# To write the file to disk:
with open("my-image.png", "wb") as file:
    file.write(output[0].read())

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-dev-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": "jhorovitz/flux-dev-redux-control:2d77f82dce2466dee3646296420ef620bf8ab28580ef4cd7c60d22d8900e5337",
    "input": {
      "redux": "https://replicate.delivery/pbxt/ML6lOgKvDAmP2ByQnHlV3D7y0Xuerf3lDJGksDs2ixd1fzdz/yoni2.jpg",
      "width": 1024,
      "height": 1024,
      "prompt": "a man riding a skateboard",
      "num_outputs": 1,
      "control_image": "https://replicate.delivery/pbxt/ML6lOSgpOfStaqp64xbmJMRLwdLHYGZqsAoQAOdPjKfAE0fk/man_on_skateboard.webp",
      "output_format": "webp",
      "guidance_scale": 3.5,
      "output_quality": 80,
      "redux_strength": 0.02,
      "num_inference_steps": 28
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2025-01-17T21:38:01.325336Z",
  "created_at": "2025-01-17T21:35:26.592000Z",
  "data_removed": false,
  "error": null,
  "id": "1vybxphzg1rmc0cmerrt8qjnqw",
  "input": {
    "redux": "https://replicate.delivery/pbxt/ML6lOgKvDAmP2ByQnHlV3D7y0Xuerf3lDJGksDs2ixd1fzdz/yoni2.jpg",
    "width": 1024,
    "height": 1024,
    "prompt": "a man riding a skateboard",
    "num_outputs": 1,
    "control_image": "https://replicate.delivery/pbxt/ML6lOSgpOfStaqp64xbmJMRLwdLHYGZqsAoQAOdPjKfAE0fk/man_on_skateboard.webp",
    "output_format": "webp",
    "guidance_scale": 3.5,
    "output_quality": 80,
    "redux_strength": 0.02,
    "num_inference_steps": 28
  },
  "logs": "Using seed: 63979\n  0%|          | 0/28 [00:00<?, ?it/s]\n  4%|▎         | 1/28 [00:00<00:25,  1.06it/s]\n  7%|▋         | 2/28 [00:01<00:21,  1.19it/s]\n 11%|█         | 3/28 [00:02<00:22,  1.13it/s]\n 14%|█▍        | 4/28 [00:03<00:21,  1.10it/s]\n 18%|█▊        | 5/28 [00:04<00:21,  1.09it/s]\n 21%|██▏       | 6/28 [00:05<00:20,  1.08it/s]\n 25%|██▌       | 7/28 [00:06<00:19,  1.07it/s]\n 29%|██▊       | 8/28 [00:07<00:18,  1.07it/s]\n 32%|███▏      | 9/28 [00:08<00:17,  1.07it/s]\n 36%|███▌      | 10/28 [00:09<00:16,  1.06it/s]\n 39%|███▉      | 11/28 [00:10<00:15,  1.06it/s]\n 43%|████▎     | 12/28 [00:11<00:15,  1.06it/s]\n 46%|████▋     | 13/28 [00:12<00:14,  1.06it/s]\n 50%|█████     | 14/28 [00:13<00:13,  1.06it/s]\n 54%|█████▎    | 15/28 [00:13<00:12,  1.06it/s]\n 57%|█████▋    | 16/28 [00:14<00:11,  1.06it/s]\n 61%|██████    | 17/28 [00:15<00:10,  1.06it/s]\n 64%|██████▍   | 18/28 [00:16<00:09,  1.06it/s]\n 68%|██████▊   | 19/28 [00:17<00:08,  1.06it/s]\n 71%|███████▏  | 20/28 [00:18<00:07,  1.06it/s]\n 75%|███████▌  | 21/28 [00:19<00:06,  1.06it/s]\n 79%|███████▊  | 22/28 [00:20<00:05,  1.06it/s]\n 82%|████████▏ | 23/28 [00:21<00:04,  1.06it/s]\n 86%|████████▌ | 24/28 [00:22<00:03,  1.06it/s]\n 89%|████████▉ | 25/28 [00:23<00:02,  1.06it/s]\n 93%|█████████▎| 26/28 [00:24<00:01,  1.06it/s]\n 96%|█████████▋| 27/28 [00:25<00:00,  1.06it/s]\n100%|██████████| 28/28 [00:26<00:00,  1.06it/s]\n100%|██████████| 28/28 [00:26<00:00,  1.07it/s]",
  "metrics": {
    "predict_time": 47.817573414,
    "total_time": 154.733336
  },
  "output": [
    "https://replicate.delivery/xezq/1tbYbNrU2e0xOa4UYJrMaGHH3qpXHdelLjFgo0DyenBy9PMoA/out-0.webp"
  ],
  "started_at": "2025-01-17T21:37:13.507762Z",
  "status": "succeeded",
  "urls": {
    "stream": "https://stream.replicate.com/v1/files/bcwr-anjfbaggxt656nbwx65nzaxt2ojitqouuu2u43noyecgwlmzdzba",
    "get": "https://api.replicate.com/v1/predictions/1vybxphzg1rmc0cmerrt8qjnqw",
    "cancel": "https://api.replicate.com/v1/predictions/1vybxphzg1rmc0cmerrt8qjnqw/cancel"
  },
  "version": "2d77f82dce2466dee3646296420ef620bf8ab28580ef4cd7c60d22d8900e5337"
}

Generated in

47.8 seconds

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