ekgren/structureddreaming:b56546b3 – Run with an API on Replicate

Version

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ekgren /structureddreaming:b56546b3

Playground API

Input

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

npx create-replicate --model=ekgren/structureddreaming

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 ekgren/structureddreaming using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "ekgren/structureddreaming:b56546b3a819d4ff42c657ba03b932304a94db80b59398aaf62293377bdf9fbb",
  {
    input: {
      prompt: "portrait painting of neon gods by Into the Void",
      iterations: 300,
      display_frequency: 30
    }
  }
);
console.log(output);

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 ekgren/structureddreaming using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "ekgren/structureddreaming:b56546b3a819d4ff42c657ba03b932304a94db80b59398aaf62293377bdf9fbb",
    input={
        "prompt": "portrait painting of neon gods by Into the Void",
        "iterations": 300,
        "display_frequency": 30
    }
)

# The ekgren/structureddreaming 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/ekgren/structureddreaming/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 ekgren/structureddreaming 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": "b56546b3a819d4ff42c657ba03b932304a94db80b59398aaf62293377bdf9fbb",
    "input": {
      "prompt": "portrait painting of neon gods by Into the Void",
      "iterations": 300,
      "display_frequency": 30
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2021-10-05T21:41:00.795314Z",
  "created_at": "2021-10-05T21:37:18.213030Z",
  "data_removed": false,
  "error": null,
  "id": "s4s6brg2tffqxlaowbqqreuju4",
  "input": {
    "prompt": "portrait painting of neon gods by Into the Void",
    "iterations": "300",
    "display_frequency": "30"
  },
  "logs": "Generating image.\nSetting up PyTorch plugin \"bias_act_plugin\"...\nDone.\nSetting up PyTorch plugin \"upfirdn2d_plugin\"...\nDone.\nstep: 30, loss: -20.546875, img.min: -0.04773811250925064, img.max: 0.9971683621406555\nstep: 60, loss: -25.734375, img.min: -0.049006085842847824, img.max: 1.026373267173767\nstep: 90, loss: -26.46875, img.min: -0.07080622762441635, img.max: 1.0104471445083618\nstep: 120, loss: -34.125, img.min: -0.0940389633178711, img.max: 1.0469348430633545\nstep: 150, loss: -31.5, img.min: -0.1317528337240219, img.max: 1.000837802886963\nstep: 180, loss: -35.15625, img.min: -0.11546284705400467, img.max: 1.0702193975448608\nstep: 210, loss: -34.46875, img.min: -0.05544739216566086, img.max: 0.9569833278656006\nstep: 240, loss: -30.828125, img.min: -0.09335537254810333, img.max: 0.9662722945213318\nstep: 270, loss: -38.53125, img.min: -0.07021424919366837, img.max: 0.9920296669006348",
  "metrics": {
    "total_time": 222.582284
  },
  "output": [
    {
      "file": "https://replicate.delivery/mgxm/b498e10e-c1d8-4f1e-bcd5-6c4bf4b29bc7/out.png"
    },
    {
      "file": "https://replicate.delivery/mgxm/37b92194-1742-45c9-abe7-109fd094335d/out.png"
    },
    {
      "file": "https://replicate.delivery/mgxm/8b0c81ed-b418-4b1a-8d89-4f4650b76574/out.png"
    },
    {
      "file": "https://replicate.delivery/mgxm/c4ad6c52-736b-43e8-a3c8-76c4e08fef09/out.png"
    },
    {
      "file": "https://replicate.delivery/mgxm/b0bf6d75-dee5-4b1f-aa30-140977d18baf/out.png"
    },
    {
      "file": "https://replicate.delivery/mgxm/cd1cb97a-480c-48df-b750-6c8f0ae07c30/out.png"
    },
    {
      "file": "https://replicate.delivery/mgxm/e9c79f9d-5def-4778-9057-c54883ee1b8d/out.png"
    },
    {
      "file": "https://replicate.delivery/mgxm/261943fe-25be-4c4b-8eb8-d1f3f893e2d7/out.png"
    },
    {
      "file": "https://replicate.delivery/mgxm/12a407bb-0374-4f8a-9141-6dedd2c2eb59/out.png"
    }
  ],
  "started_at": "2022-06-16T08:39:22.504610Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/s4s6brg2tffqxlaowbqqreuju4",
    "cancel": "https://api.replicate.com/v1/predictions/s4s6brg2tffqxlaowbqqreuju4/cancel"
  },
  "version": "b6a248320b3a985ea4c9f0709ad1843b0ac3a320863a79d546bb9809ec6c4df4"
}

Tweak itReport

This example was created by a different version, ekgren/structureddreaming:b6a24832.