cjwbw/stable-diffusion-aesthetic-gradients:1c590b90

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cjwbw /stable-diffusion-aesthetic-gradients:1c590b90

Input

prompt

string

Shift + Return to add a new line

a painting of a rvirus monster playing guitaa painting of a rvirus monster playing guita

The prompt to render.

Default: "a painting of a rvirus monster playing guita"

n_samples

integer

How many samples to produce for each given prompt. A.k.a. batch size.

Default: 1

width

integer

Width of the output image. Scale down if run out of memory.

Default: 512

height

integer

Height of the output image. Scale down if run out of memory.

Default: 512

scale

number

Unconditional guidance scale: eps = eps(x, empty) + scale * (eps(x, cond) - eps(x, empty)).

Default: 7.5

ddim_steps

integer

Number of ddim sampling steps.

Default: 50

plms

boolean

Set to true to use plms sampling

Default: true

aesthetic_embedding

string

aesthetic embedding file

Default: "sac_8plus"

aesthetic_steps

integer

Number of steps for the aesthetic personalization.

Default: 10

seed

integer

The seed (for reproducible sampling).

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

npx create-replicate --model=cjwbw/stable-diffusion-aesthetic-gradients

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 cjwbw/stable-diffusion-aesthetic-gradients using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "cjwbw/stable-diffusion-aesthetic-gradients:1c590b9026a1971f941777e739026baf7753a0e3f16e1d438f8929b59f775045",
  {
    input: {
      plms: true,
      scale: 7.5,
      width: 512,
      height: 512,
      prompt: "a painting of a rvirus monster playing guita",
      n_samples: 1,
      ddim_steps: 50,
      aesthetic_steps: 10,
      aesthetic_embedding: "sac_8plus"
    }
  }
);

// 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 cjwbw/stable-diffusion-aesthetic-gradients using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "cjwbw/stable-diffusion-aesthetic-gradients:1c590b9026a1971f941777e739026baf7753a0e3f16e1d438f8929b59f775045",
    input={
        "plms": True,
        "scale": 7.5,
        "width": 512,
        "height": 512,
        "prompt": "a painting of a rvirus monster playing guita",
        "n_samples": 1,
        "ddim_steps": 50,
        "aesthetic_steps": 10,
        "aesthetic_embedding": "sac_8plus"
    }
)
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 cjwbw/stable-diffusion-aesthetic-gradients 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": "cjwbw/stable-diffusion-aesthetic-gradients:1c590b9026a1971f941777e739026baf7753a0e3f16e1d438f8929b59f775045",
    "input": {
      "plms": true,
      "scale": 7.5,
      "width": 512,
      "height": 512,
      "prompt": "a painting of a rvirus monster playing guita",
      "n_samples": 1,
      "ddim_steps": 50,
      "aesthetic_steps": 10,
      "aesthetic_embedding": "sac_8plus"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

No output yet! Press "Submit" to start a prediction.