T5 can be run on the cloud with a single command, using Beam.

1. Create an account on Beam. It's free and you don't need a credit card.

2. Install the Beam CLI:

curl https://raw.githubusercontent.com/slai-labs/get-beam/main/get-beam.sh -sSfL | sh

3. Clone this example to your computer:

beam create-app t5

4. Deploy and run inference:

beam deploy app.py

This example is called through a task queue. Task queues are used for deploying functions that run asynchronously on Beam. Here, the task queue takes a prompt as one of its input fields. An example prompt and the real response from the model are given below.

Example prompt:

"Translate from English to German: I like to write code"

Example response:

Ich mag Code schreiben