kuprel/min-dalle:fd77461b – Run with an API on Replicate

Version

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kuprel /min-dalle:fd77461b

Input

text

string

Shift + Return to add a new line

A realistic photo of a grim reaper is sitting in a bus stop, photorealistic, 8K, black and whiteA realistic photo of a grim reaper is sitting in a bus stop, photorealistic, 8K, black and white

For long prompts, only the first 64 tokens will be used to generate the image.

Default: "Dali painting of WALL·E"

intermediate_outputs

boolean

Whether to show intermediate outputs while running. This adds less than a second to the run time.

Default: true

grid_size

integer

(minimum: 1, maximum: 8)

Size of the image grid. 4x4 takes about 15 seconds, 8x8 takes about 35 seconds

Default: 4

log2_supercondition_factor

integer

(minimum: 1, maximum: 6)

Higher values result in better agreement with the text but a narrower variety of generated images

Default: 4

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

npx create-replicate --model=kuprel/min-dalle

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 kuprel/min-dalle using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "kuprel/min-dalle:fd77461b5df14ab0870ee331ecdd6c134900f6abed5525d8ad7dcd89458036c7",
  {
    input: {
      text: "A realistic photo of a grim reaper is sitting in a bus stop, photorealistic, 8K, black and white",
      grid_size: 5,
      intermediate_outputs: true,
      log2_supercondition_factor: 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 kuprel/min-dalle using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "kuprel/min-dalle:fd77461b5df14ab0870ee331ecdd6c134900f6abed5525d8ad7dcd89458036c7",
    input={
        "text": "A realistic photo of a grim reaper is sitting in a bus stop, photorealistic, 8K, black and white",
        "grid_size": 5,
        "intermediate_outputs": True,
        "log2_supercondition_factor": 6
    }
)

# The kuprel/min-dalle model can stream output as it's running.
# The predict method returns an iterator, and you can iterate over that output.
for item in output:
    # https://replicate.com/kuprel/min-dalle/api#output-schema
    print(item)

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 kuprel/min-dalle 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": "kuprel/min-dalle:fd77461b5df14ab0870ee331ecdd6c134900f6abed5525d8ad7dcd89458036c7",
    "input": {
      "text": "A realistic photo of a grim reaper is sitting in a bus stop, photorealistic, 8K, black and white",
      "grid_size": 5,
      "intermediate_outputs": true,
      "log2_supercondition_factor": 6
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2022-07-10T17:18:30.167809Z",
  "created_at": "2022-07-10T17:18:13.639996Z",
  "data_removed": false,
  "error": null,
  "id": "4z54ipsz45b23orufrjfpopata",
  "input": {
    "text": "A realistic photo of a grim reaper is sitting in a bus stop, photorealistic, 8K, black and white",
    "grid_size": "5",
    "intermediate_outputs": true,
    "log2_supercondition_factor": "6"
  },
  "logs": "tokenizing text\n['Ġa']\n['Ġrealistic']\n['Ġphoto']\n['Ġof']\n['Ġa']\n['Ġgrim']\n['Ġreaper']\n['Ġis']\n['Ġsitting']\n['Ġin']\n['Ġa']\n['Ġbus']\n['Ġstop', ',']\n['Ġphot', 'oreal', 'istic', ',']\n['Ġ8', 'k', ',']\n['Ġblack']\n['Ġand']\n['Ġwhite']\ntext tokens [0, 58, 10573, 564, 111, 58, 12446, 18809, 231, 9782, 91, 58, 662, 2865, 11, 234, 35495, 3478, 11, 416, 38, 11, 486, 128, 657, 2]\nencoding text tokens\nsampling row 1 of 16\nsampling row 2 of 16\ndetokenizing image\nsampling row 3 of 16\nsampling row 4 of 16\ndetokenizing image\nsampling row 5 of 16\nsampling row 6 of 16\ndetokenizing image\nsampling row 7 of 16\nsampling row 8 of 16\ndetokenizing image\nsampling row 9 of 16\nsampling row 10 of 16\ndetokenizing image\nsampling row 11 of 16\nsampling row 12 of 16\ndetokenizing image\nsampling row 13 of 16\nsampling row 14 of 16\ndetokenizing image\nsampling row 15 of 16\nsampling row 16 of 16\ndetokenizing image",
  "metrics": {
    "predict_time": 16.353974,
    "total_time": 16.527813
  },
  "output": [
    "https://replicate.delivery/mgxm/a746ddea-351b-4f6a-91e6-792787061202/min-dalle-iter-1.jpg",
    "https://replicate.delivery/mgxm/de467041-c56d-4671-87b8-835a3c90be03/min-dalle-iter-2.jpg",
    "https://replicate.delivery/mgxm/def7c335-2e33-4c26-92f1-6204c8cdfc5f/min-dalle-iter-3.jpg",
    "https://replicate.delivery/mgxm/3560de96-dbbe-4849-bbb1-a2d1541f0f77/min-dalle-iter-4.jpg",
    "https://replicate.delivery/mgxm/f7c74538-555a-44b5-b4cb-25e0b6e9b86e/min-dalle-iter-5.jpg",
    "https://replicate.delivery/mgxm/9e5e1a0c-ef1f-4b38-8fc1-856c32d26cd8/min-dalle-iter-6.jpg",
    "https://replicate.delivery/mgxm/713d0313-f09b-4b75-9c30-95debba5b9ea/min-dalle-iter-7.jpg",
    "https://replicate.delivery/mgxm/0d2d9dca-c13f-4252-a4c9-50a53f32d0e6/min-dalle-iter-8.jpg"
  ],
  "started_at": "2022-07-10T17:18:13.813835Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/4z54ipsz45b23orufrjfpopata",
    "cancel": "https://api.replicate.com/v1/predictions/4z54ipsz45b23orufrjfpopata/cancel"
  },
  "version": "fd77461b5df14ab0870ee331ecdd6c134900f6abed5525d8ad7dcd89458036c7"
}

Generated in

16.4 seconds

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