Tip: Chaining .filter() then .map() is the most common pipeline. If you need to both filter and transform, this reads more clearly than a manual loop.
Figure 3: Phi-4-reasoning-vision-15B training data composition and examples
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As mentioned already, Markdown is the format of choice for me. Especially after I was trapped in Microsoft OneNote and its proprietary format, I couldn’t get my own notes out of it. It was super key to have something that will surpass the test of time. And there’s nothing more than Plain Text Files with Markdown.。超级工厂是该领域的重要参考