README.md

---
title: Kronos Forecast
emoji: 📈
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 6.16.0
app_file: app.py
pinned: false
license: mit
short_description: "Kronos: foundation model for financial K-line forecasting"
---

# Kronos Forecast

Interactive demo of [**Kronos**](https://github.com/shiyu-coder/Kronos) — the first open-source
foundation model for financial candlesticks (K-lines), trained on data from 45+ global exchanges
(AAAI 2026).

Upload an OHLCV CSV (or use the bundled sample), pick a model size, and generate a probabilistic
forecast of future candles.

- **Required columns:** `open`, `high`, `low`, `close`
- **Optional columns:** `volume`, `amount`, and a timestamp column (`timestamps` / `timestamp` / `date`)

Runs on CPU. Larger models and longer forecasts take longer.

> ⚠️ **Not financial advice.** Research/demo tool only. Forecasts are model samples and must not be
> the sole basis for any trading or investment decision.

## Credits

- Model & original code: [shiyu-coder/Kronos](https://github.com/shiyu-coder/Kronos) (MIT License)
- Pretrained weights: [NeoQuasar](https://huggingface.co/NeoQuasar) on the Hugging Face Hub
- Paper: [arXiv:2508.02739](https://arxiv.org/abs/2508.02739)