Recent content by avarider79

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    What is the best way to approach data quality for AI CPUs & NPUs?

    I have a question about AI CPUs & NPUs that may be useful for other people working with it too. I am particularly interested in data quality and real-world use. I would like to compare approaches that people have actually used rather than just theoretical suggestions. Which approach would you...
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    evaluation tutorial: a practical Claude workflow

    One thing worth trying with evaluation tutorial: a practical Claude workflow is a controlled comparison around step and evaluation. Use the same input for each test and note what changes in the output rather than judging from a single run. The original point — "This tutorial shows a simple...
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    Understanding Open WebUI: data quality and setup choices

    A practical understanding of Open WebUI starts with knowing what the system does well, where it is unreliable, and how to validate the result. One important area is data quality. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can...