creatorrr / styleformer

A Neural Language Style Transfer framework to transfer styles on natural language text

Cold

Public
114 runs
T4
GitHub
License

Iterate in playground

Run with an API

Playground API Examples README Versions

Input

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

npx create-replicate --model=creatorrr/styleformer

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

const output = await replicate.run(
  "creatorrr/styleformer:f456e92efe25177a32afd13d1884fb304f96dd6684e97a2404fee34b2949bf15",
  {
    input: {
      input: "Hello! Isn't it beautiful out this saturday evening?",
      style: "formal"
    }
  }
);

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

output = replicate.run(
    "creatorrr/styleformer:f456e92efe25177a32afd13d1884fb304f96dd6684e97a2404fee34b2949bf15",
    input={
        "input": "Hello! Isn't it beautiful out this saturday evening?",
        "style": "formal"
    }
)
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 creatorrr/styleformer 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": "creatorrr/styleformer:f456e92efe25177a32afd13d1884fb304f96dd6684e97a2404fee34b2949bf15",
    "input": {
      "input": "Hello! Isn\'t it beautiful out this saturday evening?",
      "style": "formal"
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

Hello, isn't it beautiful out this Saturday evening?

Generated in

44.3 seconds

Tweak it Report View full prediction

Run time and cost

This model costs approximately $0.035 to run on Replicate, or 28 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia T4 GPU hardware. Predictions typically complete within 3 minutes. The predict time for this model varies significantly based on the inputs.

Readme

Styleformer

A Neural Language Style Transfer framework to transfer natural language text smoothly between fine-grained language styles like formal/casual, active/passive, and many more.