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Testing

The IONIS validation suite lets you verify the V20 model against your own operating experience. Install the package, run the tests, predict your paths, and tell us what the model gets wrong.

This is end-user model testing — you do not need ClickHouse, training scripts, or any understanding of the IONIS pipeline. Everything runs locally with the shipped checkpoint.

What You Can Do

Command Purpose
ionis-validate test Run the full 62-test automated battery
ionis-validate predict Predict a single HF path from your grid
ionis-validate custom Batch-test your own paths from a JSON file
ionis-validate report Generate a structured report for GitHub Issues
ionis-validate info Show model version, system info, and diagnostics
ionis-validate ui Launch browser-based validation dashboard

Requirements

  • Python 3.9+ for CLI tools
  • Python 3.10+ for Browser UI
  • ~1 GB disk (PyTorch + model checkpoint)
  • No GPU required (CPU inference)
  • No database, no special hardware
  • Works on Windows, macOS, and Linux

Quick Start

pip install ionis-validate

ionis-validate info
ionis-validate test

See Getting Started for platform-specific setup instructions.

Documentation