README.md

metadata

title: Text Generation
emoji: 🏃
colorFrom: indigo
colorTo: pink
sdk: docker
pinned: false
license: mit
short_description: App for text generation

Text Generation App

Text Generation App

This Space demonstrates a basic text generation application built using FastAPI and the transformers library. It uses the google/flan-t5-small model, a powerful text-to-text generation model. You can try it out by sending a GET request to the /generate endpoint.

How to Use

To use this app, send a GET request to the /generate endpoint with a query parameter named text. For example:

/generate?text=Summarize the following text: Artificial intelligence is an interdisciplinary field that deals with the creation of intelligent agents, which are systems that can reason, learn, and act autonomously.

The response will be a JSON object with a key named output, which will contain the generated text.

Model

This Space utilizes the google/flan-t5-small model, which can be found here. It is a fine-tuned version of the T5 model and is capable of generating text from various inputs.

Configuration Reference

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference