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 has overtaken JavaScript as the most popular language on GitHub, while the use of Jupyter Notebooks also has skyrocketed on the site. The rise of both underscore the surge in data science, ...

Despite advances in cloud computing, mobile development, and AI, the day-to-day business of enterprises around the world still runs on three programming languages that made their debut in the 1990s.

Love it or hate it, JavaScript is the most popular language today, followed by Python and Java, according to developer analyst RedMonk's Q1 2021 language popularity rankings. The top 20 in RedMonk's ...

【导读】 OpenAI再也不是微软的唯一解。第十届GitHub开发者大会上，微软官宣GitHub Copilot同时接入Claude 3.5 Sonnet和Gemini 1.5 Pro两大模型。同时，还发布了0代码开发应用的「魔法」平台。AI代码生成第二阶段已来。

Millions of Python developers using Visual Studio Code find updated data science functionality in the new release of version 1.94, the September 2024 edition of Microsoft's open-source-based editor.