cjwbw/distilgpt2-stable-diffusion-v2:d53a494f – Run with an API on Replicate

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cjwbw /distilgpt2-stable-diffusion-v2:d53a494f

Playground API

Input

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

npx create-replicate --model=cjwbw/distilgpt2-stable-diffusion-v2

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 cjwbw/distilgpt2-stable-diffusion-v2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "cjwbw/distilgpt2-stable-diffusion-v2:d53a494f0f1f4130d39cbe574c25d267910e1fce4e7f4b34fe15f22976aed332",
  {
    input: {
      top_k: 50,
      prompt: "a cat sitting",
      max_length: 80,
      temperature: 0.9,
      repitition_penalty: 1.2,
      num_return_sequences: 5
    }
  }
);

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 cjwbw/distilgpt2-stable-diffusion-v2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "cjwbw/distilgpt2-stable-diffusion-v2:d53a494f0f1f4130d39cbe574c25d267910e1fce4e7f4b34fe15f22976aed332",
    input={
        "top_k": 50,
        "prompt": "a cat sitting",
        "max_length": 80,
        "temperature": 0.9,
        "repitition_penalty": 1.2,
        "num_return_sequences": 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 cjwbw/distilgpt2-stable-diffusion-v2 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/distilgpt2-stable-diffusion-v2:d53a494f0f1f4130d39cbe574c25d267910e1fce4e7f4b34fe15f22976aed332",
    "input": {
      "top_k": 50,
      "prompt": "a cat sitting",
      "max_length": 80,
      "temperature": 0.9,
      "repitition_penalty": 1.2,
      "num_return_sequences": 5
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

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