README.md

---
title: Airline Review Rating Prediction
emoji: ✈️
colorFrom: blue
colorTo: green
sdk: streamlit
sdk_version: 1.46.0
app_file: app.py
license: mit
---

# ✈️ Airline Review Rating Prediction

This Space predicts a rating (from 1 to 10) based on a written review of a flight.  
The model was trained using DistilBERT as a regressor on real airline review data.

## How does it work?

1. Select an airline from the dropdown menu.
2. Write your flight review.
3. Click **Predict Rating**.
4. The system will return a predicted score (from 1 to 10) based on your input.

## Model

- Base model: `distilbert-base-uncased`
- Fine-tuned and published as: [`ManuelMC/TFM_Modelo`](https://huggingface.co/ManuelMC/TFM_Modelo)

Thanks for trying it out! ✈️