在代码大模型（Code LLMs）的预训练中，行业内长期存在一种惯性思维，即把所有编程语言的代码都视为同质化的文本数据，主要关注数据总量的堆叠。然而，现代软件开发本质上是多语言混合的，不同语言的语法特性、语料规模和应用场景差异巨大。如果忽略这些差异，笼统地应用通用的 Scaling Laws，往往会导致性能预测偏差和算力浪费。

Python, the programming language that found a home in machine learning, is now the most popular language, according to one popularity ranking. Programming languages rise and fall in popularity over ...

Python, the most popular programming language today, has reached version 3.10, marking the next major release since the decade-long transition from Python 2.7. Tiobe, the compiler of a language ...

Discover the top 7 programming languages of 2025 based on the TIOBE Index. Learn about the trends in Python, Java, C++, SQL, ...

In today's financial markets, the developers and programmers are the soldiers on the front lines executing the orders of traders, portfolio managers, CIOs and CEOs. In the ranks of IT, the language ...

The native just-in-time compiler in Python 3.15 can speed up code by as much as 20% or more, although it’s still experimental ...

Python is a general-purpose, high-level programming language whose design philosophy emphasizes code readability. Python's syntax allows programmers to express concepts in fewer lines of code than ...

Python is a general-purpose, high-level programming language whose design philosophy emphasizes code readability. Python's syntax allows programmers to express concepts in fewer lines of code than ...

For the second year in a row, the Tiobe index identified Python as the programming language whose popularity increased the most. For the second consecutive year, Python has been named TIobe’s ...

When it comes to Rapid Application Development, Python is the best choice because it offers dynamic binding and dynamic typing options. Most programmers will say Python is very simple to learn. This ...