NMAI — New Millennium Artificial Intelligence

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 for KMOS specifically — NMAI's licensing does not apply there.

Links

• Models: huggingface.co/KSP-NMAI
• Klondike Software Project: kunix.org

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