metadata
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
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.
Built with Gradio and Transformers.