Something extraordinary has happened, even if we haven’t fully realized it yet: algorithms are now capable of solving ...

A relatively recent version of Python (ex: 3.10) and PyTorch (ex: 2.3) are required. All dependencies can be installed in a virtual environment with pip install -r ...

Like all AI models based on the Transformer architecture, the large language models (LLMs) that underpin today’s coding ...

自2025年初DeepSeek R1模型发布以来，强化学习（RL）在大型语言模型（LLM）的后训练范式中受到越来越多的关注，R1的突破性在于引入了可验证奖励强化学习（RLVR），通过构建数学题、代码谜题等自动验证环境，使模型在客观奖励信号的驱动下，自发地演化出与人类推理策略高度相似的思维方式。

Abstract: The rapid growth of the mobile Internet has led to an increasing demand for reliable transmission of various data types, particularly images shared among multiple users over wireless ...

Abstract: The rapid development of artificial intelligence (AI) has met people's personalized needs. However, with the increase of data capacities and computing requirements, the imbalance between ...