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README.md
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short_description: App for text generation
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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short_description: App for text generation
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---
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# Text Generation App
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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.
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## How to Use
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To use this app, send a GET request to the `/generate` endpoint with a query parameter named `text`. For example:
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```
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/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.
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```
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The response will be a JSON object with a key named `output`, which will contain the generated text.
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## Model
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This Space utilizes the `google/flan-t5-small` model, which can be found [here](https://huggingface.co/google/flan-t5-small). It is a fine-tuned version of the T5 model and is capable of generating text from various inputs.
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## Configuration Reference
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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