README.md

metadata

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 — 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 (MIT License)
• Pretrained weights: NeoQuasar on the Hugging Face Hub
• Paper: arXiv:2508.02739