Abstract: The application of AI-generated models demands substantial amounts of data, which not only increases training time and memory consumption but also poses challenges to computation and ...

Abstract: Knowledge distillation is a deep learning method that mimics the way that humans teach, i.e., a teacher network is used to guide the training of a student one. Knowledge distillation can ...

The Charentaise method, also known as double distillation, is the traditional process used to distill Cognac and other brandies in the Cognac region of France. This method is named after the region’s ...

The original version of this story appeared in Quanta Magazine. The Chinese AI company DeepSeek released a chatbot earlier this year called R1, which drew a huge amount of attention. Most of it ...

The codes and datasets for "Can Large Models Teach Student Models to Solve Mathematical Problems Like Human Beings? A Reasoning Distillation Method via Multi-LoRA ...

Quantum computing just got a significant boost thanks to researchers at the University of Osaka, who developed a much more efficient way to create "magic states" a key component for fault-tolerant ...

Forbes contributors publish independent expert analyses and insights. There’s a new wrinkle in the saga of Chinese company DeepSeek’s recent announcement of a super-capable R1 model that combines high ...

1 School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, China 2 Research and Development Department, Henan Chuitian Technology Corporation Limited, Hebi, China Introduction ...