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title: README
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  https://cdn-uploads.huggingface.co/production/uploads/689a3f0eec8a724449b85179/cC22PWUHm0KydyljEfAOQ.png
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# NMAI — New Millennium Artificial Intelligence

![Logo](logo.png)

NMAI is the AI line of the Klondike Software Project (KSP). It covers all of
KSP's machine learning work: language models, and any future NMAI efforts
outside that scope.

## Structure

NMAI is organized as a family of separately-named models rather than one
single line. Each model gets its own name, its own repos, and its own
versioning — a model's version number (e.g. `1.3`) tracks that model's own
history and does not correspond to any other NMAI model's version number.

Everything under the NMAI name is built the same way: trained from scratch,
independently, on hardware KSP owns or has direct access to — no third-party
training infrastructure, no outsourced training runs.

## Organization

- **Repositories** live under the `KSP-NMAI` Hugging Face org, one repo per
  model or model variant.
- **Model cards** are the source of truth for any individual model's
  architecture, training data, and benchmark results — this README does not
  duplicate that information.
- **Datasets** used across NMAI models are drawn from existing public
  corpora (e.g. FineWeb-Edu, DCLM-baseline) rather than NMAI-original data
  collection, unless a specific model's card says otherwise.

## License

NMAI's models and code are released under the Apache License, Version 2.0.
Copyright and license headers are included per-repository; see individual
model cards for the specific training datasets and their own licenses.

KMOS, the Klondike Software Project's operating system effort, is a
separate project under KSP and uses the separate Kunix License, not
Apache 2.0. See [kunix.org](https://kunix.org) for KMOS specifically —
NMAI's licensing does not apply there.

## Links

- Models: [huggingface.co/KSP-NMAI](https://huggingface.co/KSP-NMAI)
- Klondike Software Project: [kunix.org](https://kunix.org)

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*Copyright 2026 Joseph Jones. Part of the Klondike Software Project.*