toqan magnet
OPEN MODELS FOR EVERYDAY COMMERCE

Open models.
Real possibilities.

Forecast demand. Create listings. Predict outcomes.

Try the demo

PICK YOUR MAGNET

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THE PLAYGROUND

Give it a spin.

Connecting…
BUILT FOR BUILDERS

Your next idea.
A few lines away.

Forecasts, listings and predictions. One API.

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forecast.jsLIVE API
// Call the API from this site.
const response = await fetch('/api/v1/forecast', {
  method: 'POST',
  headers: {'Content-Type': 'application/json'},
  body: JSON.stringify({
    series: historicalValues, // 32–1,024 numbers
    horizon: 14
  })
});
if (!response.ok) throw new Error('Forecast failed');
const {median, lower, upper} = await response.json();
A FEW THINGS TO KNOW

Good questions.
Clear answers.

Are these models running live?

Yes. Every run calls the original model. Demo tables and forecast histories are synthetic. The server wakes on request, so the first run can take a little longer.

How do I try my own data?

Upload a sales CSV, a product photo, or a labeled table. Choose “My data” in the playground to get started.

Are these your own models?

The initial collection is built around original research from Mistral AI, Google DeepMind, and Inria’s Soda team. Toqan Magnet is an independent project. Model adaptation and fine-tuning are planned, not released capabilities.

What powers Item Magnet?

Gemma 4 E2B with Q4_K_M quantization. Give it a product photo and name to generate a description and tags. Review the draft before publishing.

MODEL DETAILS