Prediction

Model

intelligent-utilities/improve-typography

be1zfs0jb5rme0crnavrnh7qgc

Status

Succeeded

Source

Web

Hardware

CPU (Small)

Total duration

2.5s

Created

3 months ago by intelligent-utilities

Webhook

–

Input

text: • "Welcome to our 'amazing' restaurant" • The meeting is from 2-4 PM • Wait for it with a proper ellipsis ... • The equation is 5 x 3 = 15 • The board is 8' x 4' • We`ll be there soon • Come to our 1°st annual event • She said "Hello there" to me • You could you a dash -- like this • Calculate x^2 + 3x + 1 • Mix 1/2 cup flour with 3/4 cup sugar • Multiply 6 * 7 to get 42 • It`s a beautiful day, isn`t it? • The company was founded in the 90's • He scored 1°st place in the race • The sign read: DONT WALK • Temperature range: 70-80°F • She whispered, "I`m not sure..."
level: heavy
locale: en-US

{
  "level": "heavy",
  "locale": "en-US",
  "text": "• \"Welcome to our 'amazing' restaurant\"\n• The meeting is from 2-4 PM\n• Wait for it with a proper ellipsis ...\n• The equation is 5 x 3 = 15\n• The board is 8' x 4'\n• We`ll be there soon\n• Come to our 1°st annual event\n• She said \"Hello there\" to me\n• You could you a dash -- like this\n• Calculate x^2 + 3x + 1\n• Mix 1/2 cup flour with 3/4 cup sugar\n• Multiply 6 * 7 to get 42\n• It`s a beautiful day, isn`t it?\n• The company was founded in the 90's\n• He scored 1°st place in the race\n• The sign read: DONT WALK\n• Temperature range: 70-80°F\n• She whispered, \"I`m not sure...\""
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_SOO**********************************

This is your API token. Keep it to yourself.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run intelligent-utilities/improve-typography using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const input = {
  level: "heavy",
  locale: "en-US",
  text: "• \"Welcome to our 'amazing' restaurant\"\n• The meeting is from 2-4 PM\n• Wait for it with a proper ellipsis ...\n• The equation is 5 x 3 = 15\n• The board is 8' x 4'\n• We`ll be there soon\n• Come to our 1°st annual event\n• She said \"Hello there\" to me\n• You could you a dash -- like this\n• Calculate x^2 + 3x + 1\n• Mix 1/2 cup flour with 3/4 cup sugar\n• Multiply 6 * 7 to get 42\n• It`s a beautiful day, isn`t it?\n• The company was founded in the 90's\n• He scored 1°st place in the race\n• The sign read: DONT WALK\n• Temperature range: 70-80°F\n• She whispered, \"I`m not sure...\""
};

const output = await replicate.run("intelligent-utilities/improve-typography", { input });

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=r8_SOO**********************************

This is your API token. Keep it to yourself.

Import the client:

import replicate

Run intelligent-utilities/improve-typography using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "intelligent-utilities/improve-typography",
    input={
        "level": "heavy",
        "locale": "en-US",
        "text": "• \"Welcome to our 'amazing' restaurant\"\n• The meeting is from 2-4 PM\n• Wait for it with a proper ellipsis ...\n• The equation is 5 x 3 = 15\n• The board is 8' x 4'\n• We`ll be there soon\n• Come to our 1°st annual event\n• She said \"Hello there\" to me\n• You could you a dash -- like this\n• Calculate x^2 + 3x + 1\n• Mix 1/2 cup flour with 3/4 cup sugar\n• Multiply 6 * 7 to get 42\n• It`s a beautiful day, isn`t it?\n• The company was founded in the 90's\n• He scored 1°st place in the race\n• The sign read: DONT WALK\n• Temperature range: 70-80°F\n• She whispered, \"I`m not sure...\""
    }
)

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=r8_SOO**********************************

This is your API token. Keep it to yourself.

Run intelligent-utilities/improve-typography 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 $'{
    "input": {
      "level": "heavy",
      "locale": "en-US",
      "text": "• \\"Welcome to our \'amazing\' restaurant\\"\\n• The meeting is from 2-4 PM\\n• Wait for it with a proper ellipsis ...\\n• The equation is 5 x 3 = 15\\n• The board is 8\' x 4\'\\n• We`ll be there soon\\n• Come to our 1°st annual event\\n• She said \\"Hello there\\" to me\\n• You could you a dash -- like this\\n• Calculate x^2 + 3x + 1\\n• Mix 1/2 cup flour with 3/4 cup sugar\\n• Multiply 6 * 7 to get 42\\n• It`s a beautiful day, isn`t it?\\n• The company was founded in the 90\'s\\n• He scored 1°st place in the race\\n• The sign read: DONT WALK\\n• Temperature range: 70-80°F\\n• She whispered, \\"I`m not sure...\\""
    }
  }' \
  https://api.replicate.com/v1/models/intelligent-utilities/improve-typography/predictions

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

Output

• “Welcome to our ‘amazing’ restaurant”
• The meeting is from 2–4 PM
• Wait for it with a proper ellipsis…
• The equation is 5 × 3 = 15
• The board is 8′ × 4″
• We’ll be there soon
• Come to our 1st annual event
• She said “Hello there” to me
• You could use a dash — like this
• Calculate x² + 3x + 1
• Mix ½ cup flour with ¾ cup sugar
• Multiply 6 × 7 to get 42
• It’s a beautiful day, isn’t it?
• The company was founded in the 90s
• He scored 1st place in the race
• The sign read: DON’T WALK
• Temperature range: 70–80°F
• She whispered, “I’m not sure…”

{
  "id": "be1zfs0jb5rme0crnavrnh7qgc",
  "model": "intelligent-utilities/improve-typography",
  "version": "hidden",
  "input": {
    "level": "heavy",
    "locale": "en-US",
    "text": "• \"Welcome to our 'amazing' restaurant\"\n• The meeting is from 2-4 PM\n• Wait for it with a proper ellipsis ...\n• The equation is 5 x 3 = 15\n• The board is 8' x 4'\n• We`ll be there soon\n• Come to our 1°st annual event\n• She said \"Hello there\" to me\n• You could you a dash -- like this\n• Calculate x^2 + 3x + 1\n• Mix 1/2 cup flour with 3/4 cup sugar\n• Multiply 6 * 7 to get 42\n• It`s a beautiful day, isn`t it?\n• The company was founded in the 90's\n• He scored 1°st place in the race\n• The sign read: DONT WALK\n• Temperature range: 70-80°F\n• She whispered, \"I`m not sure...\""
  },
  "logs": "",
  "output": "• “Welcome to our ‘amazing’ restaurant”\n• The meeting is from 2–4 PM\n• Wait for it with a proper ellipsis…\n• The equation is 5 × 3 = 15\n• The board is 8′ × 4″\n• We’ll be there soon\n• Come to our 1st annual event\n• She said “Hello there” to me\n• You could use a dash — like this\n• Calculate x² + 3x + 1\n• Mix ½ cup flour with ¾ cup sugar\n• Multiply 6 × 7 to get 42\n• It’s a beautiful day, isn’t it?\n• The company was founded in the 90s\n• He scored 1st place in the race\n• The sign read: DON’T WALK\n• Temperature range: 70–80°F\n• She whispered, “I’m not sure…”",
  "data_removed": false,
  "error": null,
  "source": "web",
  "status": "succeeded",
  "created_at": "2025-08-14T22:33:01.273Z",
  "started_at": "2025-08-14T22:33:01.58723Z",
  "completed_at": "2025-08-14T22:33:03.804449Z",
  "urls": {
    "cancel": "https://api.replicate.com/v1/predictions/be1zfs0jb5rme0crnavrnh7qgc/cancel",
    "children": "https://api.replicate.com/v1/predictions/be1zfs0jb5rme0crnavrnh7qgc/children",
    "get": "https://api.replicate.com/v1/predictions/be1zfs0jb5rme0crnavrnh7qgc",
    "root": "https://api.replicate.com/v1/predictions/be1zfs0jb5rme0crnavrnh7qgc",
    "web": "https://replicate.com/p/be1zfs0jb5rme0crnavrnh7qgc"
  },
  "metrics": {
    "predict_time": 2.217219164,
    "total_time": 2.531449
  }
}

Generated in

2.2 seconds

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