jyoung105/instant-style-control:bf470ed0 – Run with an API on Replicate

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jyoung105 /instant-style-control:bf470ed0

Playground API

Input

style_image

file

Preview

Input reference image for style

control_image

file

Preview

Input reference image for original composition

prompt

string

Shift + Return to add a new line

Astronaut in a jungle, cold color palette, muted colors, detailed, 8kAstronaut in a jungle, cold color palette, muted colors, detailed, 8k

Input prompt

negative_prompt

string

Shift + Return to add a new line

ugly, deformed, disfigured, poor details, bad anatomyugly, deformed, disfigured, poor details, bad anatomy

Input negative prompt

num_outputs

integer

(minimum: 1, maximum: 4)

Number of output images

Default: 1

num_inference_steps

integer

(minimum: 1, maximum: 50)

Number of denoising steps

Default: 10

guidance_scale

number

(minimum: 1, maximum: 20)

Scale for classifier-free guidance

Default: 1

seed

integer

Random seed. Leave blank to randomize the seed

style_strength

number

(minimum: 0, maximum: 2)

Conditioning scale for ip-adapter

Default: 1

block_mode

string

Mode to reference the image: original, style with or without layout

Default: "style-only"

adapter_mode

string

Mode to reference the image: high flexibility but low fidelity or low flexibility but high fidelity

Default: "original"

enable_negative_content

boolean

Choose whether you extract only style part of prompt or not

Default: false

negative_content

string

Shift + Return to add a new line

Input negative prompt

negative_content_strength

number

(minimum: 0, maximum: 1)

Conditioning scale for content you want to exclude

Default: 0.5

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

npx create-replicate --model=jyoung105/instant-style-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 jyoung105/instant-style-control using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "jyoung105/instant-style-control:bf470ed019c0dfe7ce5bf2a684b82256e39d215f10b0410f8735638c011c4cfa",
  {
    input: {
      prompt: "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k",
      block_mode: "original",
      num_outputs: 1,
      style_image: "https://replicate.delivery/pbxt/KhuVS13nzXsU2rMYgEdlcJpNAmEiwP6U8SynbW2TKDyjQOoO/f66790d6bcbc4d529479540bec1b9f1e_06b38be3804e49e789f32fcdde1b576d.png",
      adapter_mode: "plus",
      control_image: "https://replicate.delivery/pbxt/KhuVSESWxoUIHzU1pajEJGrE7aZOTpbxm23JbLI4XMWl5JnS/33ef158a8a6247d0a058046c66a0c0c0_496baaa7f7cc4587989b6e967c354a56.png",
      guidance_scale: 1,
      style_strength: 1,
      negative_prompt: "ugly, deformed, disfigured, poor details, bad anatomy",
      num_inference_steps: 10,
      enable_negative_content: false,
      negative_content_strength: 0.5
    }
  }
);

// 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 jyoung105/instant-style-control using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "jyoung105/instant-style-control:bf470ed019c0dfe7ce5bf2a684b82256e39d215f10b0410f8735638c011c4cfa",
    input={
        "prompt": "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k",
        "block_mode": "original",
        "num_outputs": 1,
        "style_image": "https://replicate.delivery/pbxt/KhuVS13nzXsU2rMYgEdlcJpNAmEiwP6U8SynbW2TKDyjQOoO/f66790d6bcbc4d529479540bec1b9f1e_06b38be3804e49e789f32fcdde1b576d.png",
        "adapter_mode": "plus",
        "control_image": "https://replicate.delivery/pbxt/KhuVSESWxoUIHzU1pajEJGrE7aZOTpbxm23JbLI4XMWl5JnS/33ef158a8a6247d0a058046c66a0c0c0_496baaa7f7cc4587989b6e967c354a56.png",
        "guidance_scale": 1,
        "style_strength": 1,
        "negative_prompt": "ugly, deformed, disfigured, poor details, bad anatomy",
        "num_inference_steps": 10,
        "enable_negative_content": False,
        "negative_content_strength": 0.5
    }
)
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 jyoung105/instant-style-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": "jyoung105/instant-style-control:bf470ed019c0dfe7ce5bf2a684b82256e39d215f10b0410f8735638c011c4cfa",
    "input": {
      "prompt": "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k",
      "block_mode": "original",
      "num_outputs": 1,
      "style_image": "https://replicate.delivery/pbxt/KhuVS13nzXsU2rMYgEdlcJpNAmEiwP6U8SynbW2TKDyjQOoO/f66790d6bcbc4d529479540bec1b9f1e_06b38be3804e49e789f32fcdde1b576d.png",
      "adapter_mode": "plus",
      "control_image": "https://replicate.delivery/pbxt/KhuVSESWxoUIHzU1pajEJGrE7aZOTpbxm23JbLI4XMWl5JnS/33ef158a8a6247d0a058046c66a0c0c0_496baaa7f7cc4587989b6e967c354a56.png",
      "guidance_scale": 1,
      "style_strength": 1,
      "negative_prompt": "ugly, deformed, disfigured, poor details, bad anatomy",
      "num_inference_steps": 10,
      "enable_negative_content": false,
      "negative_content_strength": 0.5
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2024-04-07T19:16:18.606187Z",
  "created_at": "2024-04-07T19:13:10.500000Z",
  "data_removed": false,
  "error": null,
  "id": "43vgaxmkchrgp0ceq7xb30cf9g",
  "input": {
    "prompt": "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k",
    "block_mode": "original",
    "num_outputs": 1,
    "style_image": "https://replicate.delivery/pbxt/KhuVS13nzXsU2rMYgEdlcJpNAmEiwP6U8SynbW2TKDyjQOoO/f66790d6bcbc4d529479540bec1b9f1e_06b38be3804e49e789f32fcdde1b576d.png",
    "adapter_mode": "plus",
    "control_image": "https://replicate.delivery/pbxt/KhuVSESWxoUIHzU1pajEJGrE7aZOTpbxm23JbLI4XMWl5JnS/33ef158a8a6247d0a058046c66a0c0c0_496baaa7f7cc4587989b6e967c354a56.png",
    "guidance_scale": 1,
    "style_strength": 1,
    "negative_prompt": "ugly, deformed, disfigured, poor details, bad anatomy",
    "num_inference_steps": 10,
    "enable_negative_content": false,
    "negative_content_strength": 0.5
  },
  "logs": "Using seed: 9325\nDEVICE: cuda\nDTYPE: torch.float16\nStart inference...\n[Debug] Prompt: Astronaut in a jungle, cold color palette, muted colors, detailed, 8k, best quality, high detail, sharp focus,\n[Debug] Neg Prompt: text, watermark, lowres, low quality, worst quality, deformed, glitch, low contrast, noisy, saturation, blurry, ugly, deformed, disfigured, poor details, bad anatomy\n  0%|          | 0/10 [00:00<?, ?it/s]\n 10%|█         | 1/10 [00:00<00:01,  6.16it/s]\n 20%|██        | 2/10 [00:00<00:01,  7.18it/s]\n 30%|███       | 3/10 [00:00<00:01,  6.68it/s]\n 40%|████      | 4/10 [00:00<00:00,  6.46it/s]\n 50%|█████     | 5/10 [00:00<00:00,  6.31it/s]\n 60%|██████    | 6/10 [00:00<00:00,  6.27it/s]\n 70%|███████   | 7/10 [00:01<00:00,  6.22it/s]\n 80%|████████  | 8/10 [00:01<00:00,  6.19it/s]\n 90%|█████████ | 9/10 [00:01<00:00,  6.17it/s]\n100%|██████████| 10/10 [00:01<00:00,  6.16it/s]\n100%|██████████| 10/10 [00:01<00:00,  6.29it/s]\nFinish generation in 2.2489283084869385 secs.",
  "metrics": {
    "predict_time": 7.084129,
    "total_time": 188.106187
  },
  "output": [
    "https://replicate.delivery/pbxt/rC7SqkObrl7BBFWy560GMb2C3aE3KLuZY0eACPKb65sAGFUJA/out_0.png"
  ],
  "started_at": "2024-04-07T19:16:11.522058Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/43vgaxmkchrgp0ceq7xb30cf9g",
    "cancel": "https://api.replicate.com/v1/predictions/43vgaxmkchrgp0ceq7xb30cf9g/cancel"
  },
  "version": "bf470ed019c0dfe7ce5bf2a684b82256e39d215f10b0410f8735638c011c4cfa"
}

Generated in

7.1 seconds

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