---
title: Skyloom Karachi AQI Forecaster
emoji: 🌫️
colorFrom: blue
colorTo: yellow
sdk: gradio
sdk_version: 6.16.0
app_file: app.py
pinned: false
license: apache-2.0
---

# Skyloom: AQI Forecasting for Karachi

[![Hugging Face Spaces](https://img.shields.io/badge/🤗-Spaces-yellow)](https://huggingface.co/spaces/mahwizzzz/skyloom)

**Skyloom** uses a fine‑tuned TimesFM‑2.5 model to predict hourly Air Quality Index (AQI) in Karachi, Pakistan.  
Just provide past AQI values (CSV or comma‑separated) and get a 24‑72 hour forecast with interactive visualisation.

## Features
- ✅ **Easy input**: paste values or upload CSV
- ✅ **Custom horizon**: 1 to 72 hours ahead
- ✅ **Interactive Plotly chart** with past vs forecast
- ✅ **Fast inference** (runs on CPU or GPU)

## Model Performance
- **Test MAE**: 5.18
- **Test sMAPE**: 5.46%
- **Test MASE**: 0.4687

## Citation
If you use this Space or the underlying model, please cite the [model card](https://huggingface.co/mahwizzzz/skyloom).

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Built with [Gradio](https://gradio.app) and [Transformers](https://huggingface.co/docs/transformers).