As with its language backbone Phi-4-Reasoning, Phi-4-reasoning-vision-15B was trained with a deliberate focus on data quality. Our final dataset consists primarily of data from three sources: open-source datasets which were meticulously filtered and improved; high-quality domain-specific internal data; and high-quality data from targeted acquisitions. The overwhelming majority of our data lies in the first category: data which originated as open-source data, which were significantly filtered and improved, whether by removing low-quality datasets or records, programmatically fixing errors in data formatting, or using open-source images as seeds to synthetically generate higher-quality accompanying text.
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。新收录的资料是该领域的重要参考
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2026-02-28 13:00:00
过去的年代剧往往带有较为沉重的悲情色彩，容易让年轻观众望而却步，也难以引发跨代际的情感共鸣。2026年的年代剧在情感内核上更多转向“温暖”与“真实”，契合当下年轻人寻求情感抚慰、与现实议题深度共鸣的心理需求。