@avigrondinFree guide . $0

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Here is the Kronos setup guide. It is free.

The free open source model built for the language of the markets: candlesticks. Trained on 45 exchanges, accepted at AAAI 2026. Here is the link and the setup.

Take me to the setupfree . on this page

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Kronos: the link and the setup

Kronos is the first open source foundation model for candlestick charts, trained on data from over 45 exchanges and accepted at AAAI 2026. Give it a price chart and it forecasts the next candles.

Free (MIT) with over 43,000 stars on GitHub, and it runs on your own computer. It forecasts, it does not guarantee: research, not financial advice.

Open The Kronos GuidePDF . opens in a new tab

12 pages: the live demo, the install, getting your price data, the point-and-click web app, the code, the settings, reading a forecast honestly, and one prompt that makes Claude Code do it all.

Try The Live Demo Firstno install needed Open Kronos On GitHubgithub.com/shiyu-coder/Kronos

What you need first

01 Python 3.10 or newer

Check with python3 --version.

You need this

02 A few GB of free space

PyTorch and the model download on the first run.

You need this

03 A price chart (CSV)

Open, high, low, close, ideally volume, oldest first. Step 1 gets one for you.

Read this

// set it up

Three steps to your first forecast

Step 1 goes in Claude Code if you have it, or follow the guide's Terminal steps. Tap Copy, paste, send.

Step 1 of 3 . start here

Let Claude Code set it up

Paste into Claude Code. It installs Kronos, downloads the data and runs a test forecast. Swap in your ticker.

Set up Kronos for me from https://github.com/shiyu-coder/Kronos

1. Clone it, make a Python virtual environment, install requirements.txt.
2. Download the last 2 years of daily candles for [TICKER] into a CSV
   with: timestamps, open, high, low, close, volume.
3. Run Kronos-small on the first 400 rows and forecast the next 120.
4. Plot the forecast against the real prices and save it as a PNG.
5. Tell me in plain words how close it was. Do not trade anything.

Step 2 of 3

Or click through the web app

From the Kronos folder in Terminal. Then open http://localhost:7070, load your CSV, pick Kronos-small and press predict.

cd webui
pip install -r requirements.txt
python run.py

Step 3 of 3

Check how sure it is

Ask Claude Code after your first forecast.

Run the forecast 5 times with sample_count 3 and show me how much the runs disagree. Explain it like I am new to trading.

// get unstuck

Stuck? Find your line.

Is it a Claude plugin?

No. Kronos is its own forecasting model. Claude Code can install and run it for you, which is what step 1 does.

Python version error

Kronos needs Python 3.10 or newer. Check with python3 --version.

The web app will not open

Run python run.py from the webui folder, keep the window open, then visit http://localhost:7070.

Can I trade on this?

It is a research model that forecasts, not a guarantee. Test it on past data first and never risk money you cannot lose. Not financial advice.

None of these fixed it

Check the repo's README and issues, or email support@variancemarketing.com.

Kronos is an open source project by its own research team (MIT), not by Avi Grondin. This page is not affiliated with or endorsed by it. Nothing here is financial or investment advice.

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