在代码大模型（Code ...

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。

Most developers would have heard boasts like these. In a world of endless languages and frameworks, it makes sense that some of us would choose our favourite stack and stick to that alone. But trends ...

Over the past few months, we've taken a comprehensive deep dive into the popularity of programming languages. Also: The most popular programming languages in 2024 But how do you measure popularity?

“Technology from the past comes to save the future from itself.” That’s how Graydon Hoare, the creator of Rust, describes what he wants to achieve. That’s one of the key hallmarks of Rust: using ...

Every programming language comes with a learning curve, but Java shares many similarities with C, C++ and JavaScript. Anyone with experience in any of those languages will pick up Java syntax quickly.

Microsoft aims to replace its legacy C and C++ code with the Rust programming language across its largest codebases by the ...

Even with so many other system-level languages to choose from, C remains the popular choice. Many key projects—such as the Linux kernel and the Python runtime—still use C, and they will likely do so ...

Coding Dojo annually scans Indeed to review the top programming languages based on job postings. The report spanned 524,149 global job postings that required knowledge of a specific language. Some of ...

The next time you're streaming Netflix, you can thank popular programming language Python and the developers who use it for much of the experience. According to Python developers at Netflix, the ...