WWhat's the Deal?
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.
。新收录的资料是该领域的重要参考
The MacBook Neo and the smaller MacBook Air are both classified as 13-inch laptops, but the Air's display is a little bigger than that. It's like how Microsoft has a 13-inch Surface Laptop and a 13.8-inch Surface Laptop.
HMS Dragon will set sail in “the next couple of days”, the defence secretary has said, meaning the British destroyer may not arrive in the eastern Mediterranean until after the weekend.