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A governed fine-tune for $0.86: Qwen3-4B on IFC/BIM, with a person approving every step

Fine-tuning a model is easy to start. Running it responsibly in a team is the hard part. Usually it's a script on a GPU box: nobody approves the spend, nobody records which data went in, and "is it better than the base model?" is a guess. We ran a real fine-tune end to end with cairn , the open-sou…

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  1. 2026-10-26 22:39 · DEV Community — Machine Learning
    A governed fine-tune for $0.86: Qwen3-4B on IFC/BIM, with a person approving every step

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