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| title: README |
| emoji: 🏢 |
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| https://cdn-uploads.huggingface.co/production/uploads/689a3f0eec8a724449b85179/cC22PWUHm0KydyljEfAOQ.png |
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| # NMAI — New Millennium Artificial Intelligence |
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| 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 |
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| 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. |
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| 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. |
|
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| ## Organization |
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| - **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. |
|
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| ## License |
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| 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. |
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|
| 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. |
|
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| ## Links |
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| - 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.* |
