README.md

---
title: Time Series Forecasting with Chronos-2
emoji: 📈
colorFrom: blue
colorTo: purple
sdk: streamlit
sdk_version: 1.38.0
app_file: app.py
pinned: false
---

# Time Series Forecasting Demo

This demo uses **Chronos-2**, Amazon's state-of-the-art pretrained time series forecasting model, for accurate zero-shot predictions.

## Features

- 🚀 Powered by Chronos-2 (120M parameters)
- 📊 Interactive forecasting with customizable prediction horizons
- 📈 Probabilistic forecasts with confidence intervals
- 💻 Easy-to-use web interface built with Streamlit

## Usage

1. Enter your time series data (comma-separated values)
2. Select the forecast horizon (1-64 time steps)
3. View the forecast with 80% prediction intervals

## About Chronos-2

Chronos-2 offers zero-shot support for univariate, multivariate, and covariate-informed forecasting tasks, delivering state-of-the-art performance across multiple benchmarks.

Learn more: [Chronos Forecasting Repository](https://github.com/amazon-science/chronos-forecasting)