Economical, and Efficient Mixture-of-Experts Language Model DeepSeek-AI research@deepseek.com Abstract We present DeepSeek-V2, a strong Mixture-of-Experts (MoE) language model characterized by economical training Evaluations on Math and Code 33 G Evaluation Formats 34 3 1. Introduction In the past few years, Large Language Models (LLMs) (Anthropic, 2023; Google, 2023; OpenAI, 2022, 2023) have undergone rapid development to tackle this problem, we introduce DeepSeek-V2, a strong open-source Mixture-of-Experts (MoE) language model, characterized by economical training and efficient inference through an innovative Transformer

continued to increase to nearly half today, probably because employers increasingly recognize the programming skills, communication skills, and cooperation spirit shown by students in open source, so there Languages 开发语言呈现多超多强的状态，Python 后来居上，超过 Java 成为榜首， JavaScript/TypeScript 位居第三。 The development language shows the state of many super powers and multi-great power; Python later overtakes Java to become framework projects, such as TensorFlow, PyTorch, MindSpore, etc., are mainly composed of the Python language. These two languages will continue to shine in their respective areas of expertise in the future

容器注册表 通用软件包注册表 Go 软件包注册表 Helm Chart 注册表 Maven 软件包注册表 npm 软件包注册表 NuGet 软件包注册表 Pub 软件包注册表 Swift 软件包注册表 PyPI 软件包注册表 RubyGems 软件包注册表 Vagrant 软件包注册表 Alpine 软件包注册表 CRAN 软件包注册表 Debian 软件包注册表 RPM 者名称与渲染器不匹配，则应用于每个渲染器。 file_extension 比如 .toml : language 比如 ini。文件扩展名到语言的映射覆盖。 Gitea 将使用 .gitattributes 文件中的 linguist-language 或 gitlab-language 属性来对文件进行 高亮显示，如果可用。 如果未设置此属性或语言不可用，则将查找文件扩展名在此映射中或使用启发式方法来 LIMIT_SIZE_RUBYGEMS ：-1：RubyGems 上传的最大大小（ -1 表示无限制，格式为 1000 、 1 MB 、 1 GiB ）。 LIMIT_SIZE_SWIFT ：-1：Swift 上传的最大大小（ -1 表示无限制，格式为 1000 、 1 MB 、 1 GiB ）。 LIMIT_SIZE_VAGRANT ：-1：Vagrant 上传的最大大小（

OFBiz User Interface Tests, unit tests or Business Use Cases Tests (or demo). There are multiple language or technique to write / record selenium, the choice for this project is to use java, even for Business is 1. all "autocompletion" mechanism and javadoc reading when writing code; 2. having a full IT language. Obviously, usage of java should be very simple for all non IT people, Business Analyst or Product real business data. Constrains Error correction, when error is detected by a Unit Test, should be swift, because test boundary is very clear. A Unit Test is not build to be used by a scenario test, so

examples of using Git in various specific environments. We cover a number of different GUIs and IDE programming environments that you may want to use Git in and what is available for you. If you’re interested can be different depending on how your editor is packaged. In the case of Notepad++, a popular programming editor, you are likely to want to use the 32-bit version, since at the time of writing the 64-bit ```java for(int i=0 ; i < 5 ; i++) { System.out.println("i is : " + i); } ``` If you add a language name like we did there with 'java', GitHub will also try to syntax highlight the snippet. In the

examples of using Git in various specific environments. We cover a number of different GUIs and IDE programming environments that you may want to use Git in and what is available for you. If you’re interested can be different depending on how your editor is packaged. In the case of Notepad++, a popular programming editor, you are likely to want to use the 32-bit version, since at the time of writing the 64-bit ```java for(int i=0 ; i < 5 ; i++) { System.out.println("i is : " + i); } ``` If you add a language name like we did there with 'java', GitHub will also try to syntax highlight the snippet. In the

examples of using Git in various specific environments. We cover a number of different GUIs and IDE programming environments that you may want to use Git in and what is available for you. If you’re interested can be different depending on how your editor is packaged. In the case of Notepad++, a popular programming editor, you are likely to want to use the 32-bit version, since at the time of writing the 64-bit ```java for(int i=0 ; i < 5 ; i++) { System.out.println("i is : " + i); } ``` If you add a language name like we did there with 'java', GitHub will also try to syntax highlight the snippet. In the

replacement I’ ve been waiting for. Arc 旨在成为一个“万维网的操作系统”，并试图将网页浏览与内置应用程 序和功能整合在一起。Arc 基于 Chromium 并用 Swift 语言编写。 openKylin 1.0 重磅发布 Blink 1.0 于 2023 年 6 月正式发布。Blink 是无特权用户空间虚拟机，支 持在任何 POSIX 平台上模拟 x86-64-linux

年仍保持着强大的竞争力，仓库数量在极高存量的情况下 仍有不错的增长态势，使用 Java 的仓库数量占比超越了 2020 年的 37%，回到了 2019 年的 50% 左右。 移动端语言（Android/Objective-C/Swift）在 2021 年仍难以重现往日的辉煌，仅剩下 Android 以 1.89% 的占比留在第十名，这与跨平台开发框架和各类小程序越来越流行不无关系，移动端原生 App 在未来的发展路线会是怎样？这个问题值得持续关注。

Unity3D and have at the very least a fundamental understanding of either JavaScript or C#. What language are you writing in for this course? I am most comfortable with writing in C#, however, I will update support Object-Oriented Programming? To some degree Unity3D does support Object-Oriented Programming Concepts, however, Unity3D is composed of Component Oriented Programming. Where do I get Unity3D animations within a scene that you can control. Requirements  A basic understanding of the C# language  Basic knowledge of the Unity3D editor (see my previous tutorial) Segment 1: Animation Basics