Input

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

npx create-replicate --model=creatorrr/brio-xsum-cased

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/brio-xsum-cased using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "creatorrr/brio-xsum-cased:3620cc0bca17569120564871396ef07f4470f766a1a2689a4c0ade3c9e3485d9",
  {
    input: {
      input: "Albert Einstein was a German-born theoretical physicist, widely acknowledged to be one of the greatest and most influential physicists of all time. Einstein is best known for developing the theory of relativity, but he also made important contributions to the development of the theory of quantum mechanics.",
      max_length: 84
    }
  }
);

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/brio-xsum-cased using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "creatorrr/brio-xsum-cased:3620cc0bca17569120564871396ef07f4470f766a1a2689a4c0ade3c9e3485d9",
    input={
        "input": "Albert Einstein was a German-born theoretical physicist, widely acknowledged to be one of the greatest and most influential physicists of all time. Einstein is best known for developing the theory of relativity, but he also made important contributions to the development of the theory of quantum mechanics.",
        "max_length": 84
    }
)
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/brio-xsum-cased 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/brio-xsum-cased:3620cc0bca17569120564871396ef07f4470f766a1a2689a4c0ade3c9e3485d9",
    "input": {
      "input": "Albert Einstein was a German-born theoretical physicist, widely acknowledged to be one of the greatest and most influential physicists of all time. Einstein is best known for developing the theory of relativity, but he also made important contributions to the development of the theory of quantum mechanics.",
      "max_length": 84
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

[ "Albert einstein was awarded the Nobel Prize for Physics in 1963." ]

Generated in

6.0 seconds

Tweak it Report

Run time and cost

This model costs approximately $0.019 to run on Replicate, or 52 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 83 seconds. The predict time for this model varies significantly based on the inputs.

Readme

Text summarization using brio-xsum-cased model

Huggingface: https://huggingface.co/Yale-LILY/brio-xsum-cased