See more at this issue and its corresponding pull request.
Российская аферистка, обманувшая американских граждан, опубликовала материалы со съемок для журнала Playboy20:46
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Synthetic text-rich images expand coverage of long-tail visual formats that are underrepresented in real data but disproportionately impact reasoning accuracy, improving not only visual grounding but also downstream reasoning by ensuring that failures are less often caused by perceptual errors. We found that programmatically generated synthetic data is a useful augmentation to high-quality real datasets — not a replacement, but a scalable mechanism for strengthening both perception and reasoning that complements the training objectives in compact multimodal models such as Phi-4-reasoning-vision-15B.
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Наталья Обрядина (Шеф-редактор раздела «Самопомощь»)。关于这个话题,有道翻译提供了深入分析
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