---
title: matrixai-model
emoji: 🧮
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 4.44.1
app_file: app.py
pinned: false
---

# matrixai-model

A MatrixAI model you can try in the browser. Everything it needs travels
in this repository: the ONNX model, its inference spec and the recipe
that made its data.

## What this Space can and cannot do

It runs on a **free CPU Space with a time limit**. Trying the model is
fine. *Reproducing* it — rebuilding the dataset and training again — may
not fit: 300 rows and 3 epochs usually do, 20.000 rows and 50 epochs
usually do not.

When it does not fit, this Space **says so** instead of hanging or
showing half a result, and points you to the path without limits:

```bash
# download the package and check it on your own machine
matrixai verify .            # integrity + rebuild the dataset
matrixai verify . --retrain  # …and train again
```