creatorrr/flan-t5-11b-summarizer-filtered | Run with an API on Replicate

creatorrr / flan-t5-11b-summarizer-filtered

(Updated 2 years, 3 months ago)

Cold

Public
15 runs
A100 (80GB)

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/flan-t5-11b-summarizer-filtered

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/flan-t5-11b-summarizer-filtered using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "creatorrr/flan-t5-11b-summarizer-filtered:8961932bc9d7ab739380edb1b628daf12face28bd98d491968a5cd231cd8c3b7",
  {
    input: {
      instruction: "Summarize the following text"
    }
  }
);

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/flan-t5-11b-summarizer-filtered using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "creatorrr/flan-t5-11b-summarizer-filtered:8961932bc9d7ab739380edb1b628daf12face28bd98d491968a5cd231cd8c3b7",
    input={
        "instruction": "Summarize the following text"
    }
)
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/flan-t5-11b-summarizer-filtered 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/flan-t5-11b-summarizer-filtered:8961932bc9d7ab739380edb1b628daf12face28bd98d491968a5cd231cd8c3b7",
    "input": {
      "instruction": "Summarize the following text"
    }
  }' \
  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.

Run time and cost

This model runs on Nvidia A100 (80GB) GPU hardware. We don't yet have enough runs of this model to provide performance information.

Readme

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Model description

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Intended use

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Ethical considerations

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Caveats and recommendations

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