In language-only settings, reasoning traces have improved performance on many tasks, but they require additional compute which adds undesired latency. In multimodal settings, this tradeoff is less clear-cut, for tasks such as image captioning and optical character recognition (OCR), reasoning is often unnecessary and can even be harmful (opens in new tab), while mathematical and scientific problem-solving benefit from multi-step reasoning. Thus, the choice of when to reason or not can be quite nuanced.
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。wps是该领域的重要参考
There are no header files, no include guards, no complex build configurations. A package is a directory. A module is a project. The compiler resolves everything from the file system.
23-летний спортсмен финишировал с результатом 31 минута и 9,7 секунды. Победителем гонки стал швейцарец Реми Бонне, который пробежал дистанцию за 27 минут и 22,2 секунды.