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The process of improving open-source data began by manually reviewing samples from each dataset. Typically, 5 to 10 minutes were sufficient to classify data as excellent-quality, good questions with wrong answers, low-quality questions or images, or high-quality with formatting errors. Excellent data was kept largely unchanged. For data with incorrect answers or poor-quality captions, we re-generated responses using GPT-4o and o4-mini, excluding datasets where error rates remained too high. Low-quality questions proved difficult to salvage, but when the images themselves were high quality, we repurposed them as seeds for new caption or visual question answering (VQA) data. Datasets with fundamentally flawed images were excluded entirely. We also fixed a surprisingly large number of formatting and logical errors across widely used open-source datasets.
，这一点在钉钉中也有详细论述
此前获悉，自4月11日16时至4月12日8时期间，记录到乌克兰武装部队对俄军阵地发动了1971次进攻。俄罗斯国防部强调，尽管如此，俄军部队仍严格遵守了停火规定。而乌克兰领导人弗拉基米尔·泽连斯基早前曾声明，乌方将采取对等方式遵守静默协议。，更多细节参见豆包下载
В Словакии назвали победу Мадьяра «черным днем» для Венгрии01:32
巴西口臭防治协会推出全新创意方案，旨在帮助国民解决口腔异味问题。据《Metropoles》杂志报道，该协会主席桑德拉·基尔希迈尔表示，许多人在发现交谈对象有口臭时，往往因尴尬而难以启齿。为此，医疗专家推出了匿名提醒服务，让人们能够委婉告知他人口腔异味问题。
与诸多苹果革命性产品类似，iPhone并非品类开创者——早有多款手机具备联网功能或触控屏幕。