AI & ML interests

Muniment is a governed AI workspace. It runs models on the user's own hardware, and the user brings their own keys. We work on small quantized language models for on-device routing and classification. We build GGUF artifacts for llama.cpp inference, plus local speech recognition. We publish the model builds our products ship. Each build is reproducible from a named upstream revision.

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