大型语言模型（LLMs）高质量数据的增长速度远远落后于训练数据集的扩张，在这种情况下，合成数据已成为一个有希望的解决方案。目前，数据生成主要包含两种主要方法：数据增强和合成。全面回顾并总结了LLMs整个生命周期中的数据生成技术，包括数据准备、预训练、微调、指令调优、偏好对齐和应用。本综述的主要内容流程和分类现有关于数据合成和增强技术的调查与本次工作的比较。先 ...

How techniques like model pruning, quantization and knowledge distillation can optimize LLMs for faster, cheaper predictions.

Gin and whiskey, beloved spirits with distinct personalities, begin their journeys from humble grains. While gin embraces ...

成功的事业，团队非常重要，VAST CTO梁鼎，师从戴琼海院士，曾担任商汤通用视觉和语言大模型发起人和垂类语言大模型负责人，首席科学家曹炎培，师从胡事民院士，前腾讯ARC Lab和AI Lab ...

The longest hydrocarbons have very high boiling points. They leave the column as a hot liquid called bitumen. Shorter hydrocarbon molecules have weaker intermolecular forces and lower boiling ...

Simple distillation close simple distillationSeparation method used to separate a solvent from a solution. is a method for separating the solvent from a solution. For example, water can be ...

If you’ve been keeping an eye on OpenAI’s developments, you’re probably aware of their latest fantastic option: the distillation feature. This new addition, designed to work hand-in-hand ...

The first distillation of Cabrach whisky in more than 170 years has been marked with an exclusive ceremony, attended by Kate Forbes, deputy first minister and cabinet secretary for economy and Gaelic.

AIxiv专栏是机器之心发布学术、技术内容的栏目。过去数年，机器之心AIxiv专栏接收报道了2000多篇内容，覆盖全球各大高校与企业的顶级实验室，有效促进了学术交流与传播。如果您有优秀的工作想要分享，欢迎投稿或者联系报道。投稿邮箱：liyazhou@ ...

The new law marked a significant milestone in Tennessee whiskey history and allowed the team to launch the distillery.