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- Code Data Augmentation in Deep Learning: A Review of 89 Researches in 5 Years
- With the rapid development of deep learning and large-scale models, the pursuit of innovative technologies continues to increase. In this process, data augmentation technology has shown a value that cannot be ignored. Recently, a 5-year research study jointly conducted by Monash University, Singapore Management University, Huawei Noah's Ark Laboratory, Beijing University of Aeronautics and Astronautics, and Australian National University 89 related research surveys were published, and a comprehensive review of the application of code data enhancement in deep learning was published. Paper address: https://arxiv.org/abs/2305.19915 Project address: https://github.com/terryyz/DataAug4Code This review not only explores the depth of code data enhancement technology
- AI . rust 1162 2023-11-23 14:33:44
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- Does the 13B model have the advantage in a full showdown with GPT-4? Are there some unusual circumstances behind it?
- Can a model with 13B parameters beat the top GPT-4? As shown in the figure below, in order to ensure the validity of the results, this test also followed OpenAI's data denoising method, and no evidence of data contamination was found. Observing the model in the figure, you will find that as long as it has "rephraser" This word, the performance of the model is relatively high, what's the trick behind it? It turns out that the data is contaminated, that is, the test set information is leaked in the training set, and this contamination is not easy to detect. Despite the critical importance of this issue, understanding and detecting contamination remains an open and challenging puzzle. At this stage, the most commonly used methods for decontamination are n-gram overlap and embedding similarity search: N-gram overlap depends on characters
- AI . rust 1288 2023-11-18 11:39:05
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- In which languages can regular expressions be used?
- Languages that can use regular expressions include Python, Java, JavaScript, C#, Ruby, PHP, Perl and Swift. Detailed introduction: 1. Python is a widely used programming language. It has a built-in re module, which provides support for regular expressions. The re module in Python contains many functions that can be used to match regular expressions. Search, replace and other operations; 2. Java is a popular programming language that provides the java.util.regex package and so on.
- Common Problem . rust 1467 2023-11-10 11:40:55
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- Vivo applied to register the 'Blue Heart' trademark, as well as 'Blue Lake', 'Blue River', 'Blue Flame', 'Blue Domain', etc.
- On November 8, vivo officially released its self-developed general AI large model matrix - the Blue Heart Model - at the 2023 Developer Conference, as well as its self-developed "Blue River Operating System". Judging from the naming method, vivo will Launching a series of technologies starting with the brand logo color "blue", the layout of the trademark is also on the agenda. According to the Aiqicha App, Vivo Holdings Co., Ltd. recently submitted an application to register the "Blue Heart" trademark. The trademark belongs to scientific instruments in the international classification. The current status of the trademark is awaiting substantive review. In addition, the company has also We have applied for trademarks such as "Blue Lake", "Blue River", "Blue Flame" and "Blue Domain". The international classifications are also scientific instruments. At present, the status of these trademarks is still awaiting substance.
- It Industry . rust 943 2023-11-08 15:37:15
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- Vivo WATCH 3 watch is about to be released: multi-channel star ring health monitoring decrypted
- According to news on November 3, vivo will release the new vivo WATCH3 smart watch at 19:00 on November 13. Before the official debut of this product, vivo officials have conducted continuous warm-up activities. According to our understanding, the official poster of vivoWATCH3 watch shows its excellent design and functional features. This watch uses a stainless steel digital crown and a light gold design case, showing an elegant appearance. At the same time, vivoWATCH3 is also equipped with multiple sensors, supports multi-channel star ring health monitoring, and comprehensively takes care of users’ health needs. In addition, the watch case adopts an innovative detachable lug design, which users can easily replace according to their personal preferences. The front of the watch uses 3D large curved glass to make the screen
- It Industry . rust 1162 2023-11-03 17:41:13
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- A glimpse of the new form of operating system in the era of general artificial intelligence from Blue River BlueOS
- On November 1, the 2023 vivo Developer Conference was officially held. As a conference mainly for developers and partners in the industry, vivo launched BlueOS, a smart operating system for the era of general artificial intelligence, which is the first in the industry to use a system framework powered by Rust. operating system written in the language. For technology companies, self-developed operating systems are a road full of difficulties and uncertainties, but they have to be taken. Excellent performance, perfect ecological environment, good user experience, reliable security, future-oriented scalability... If any of these are not done well, it may affect the user experience. In addition, with the rising tide of AI, it is a general trend for large models to gradually be integrated into the mobile phone ecosystem.
- AI . rust 570 2023-11-03 11:45:16
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- Let artificial intelligence enter the homes of ordinary people. Vivo launches its own large-scale blue heart model
- The development of large models is in full swing in 2023, and domestic mobile phone manufacturers have also joined in. On November 1, the massive 2023 vivo Developer Conference was held in Shenzhen. On the same day, vivo officially released the latest achievements in many fields such as the self-developed Blue Heart model, OriginOS4, and self-developed Blue River operating system. The release of vivo's blue heart large models has attracted much attention, including five independently developed large models with three different parameter levels: billion, tens of billions, and hundreds of billions, covering core application scenarios. This shows that vivo has taken the lead in entering the application and industrial layout stage of large-scale models. Vivo’s senior vice president and chief technology officer Shi Yujian Shi Yujian, vivo’s senior vice president and chief technology officer, said at the conference that new technologies must be used in Mincai
- AI . rust 1421 2023-11-02 17:33:18
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- Latest technology trends: Vivo launches its own BlueOS operating system, Microsoft releases Win11 23H2 system update, Tesla's Chaozhou accident has nothing to do with the vehicle, and the court's investigation conclusion is announced
- "Technology Last Night and This Morning" time, hello everyone, it is Thursday, November 2, 2023. Today's important technology information is: 1. The first Geekbench score of Apple's M3 chip (iMac2023) is released: the frequency reaches 4.05GHz, GB6 single With a core score of 3076, the 2023 iMac is equipped with an M3 chip and has been unveiled on Geekbench. This iMac uses the basic version of the M3 chip, clocked at 4.05GHz, equipped with 16GB of memory, and runs macOS14.1 system. In the performance test, the highest single-core score reached 3076 points, and the multi-core score was 11863 points. Click to view more details 2. Tencent responded to WeChat transfer and call exceptions: some functions failed
- It Industry . rust 1348 2023-11-02 09:21:07
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- Alibaba Cloud launches 'Tongyi Lingma' AI programming tool, supporting mainstream IDEs such as VSCode and JetBrains
- According to news on November 1, Alibaba Cloud has launched an AI programming tool "Tongyi Lingma", which is said to be based on its own Tongyi large model. IT House friends can click here to visit the official website of the project. It is reported that "Tongyi Lingma" is compatible with mainstream IDEs such as Visual Studio Code and JetBrains IDEs; it supports mainstream programming languages such as Java, Python, Go, C/C++, Java, TypeScript, PHP, Ruby, Rust, Scala and other mainstream programming languages. "Tongyi Lingma" has functions such as line/function level real-time continuation, natural language code generation, unit test generation, code comment generation, code explanation, etc. Line/function level real-time continuation: during the coding process
- AI . rust 991 2023-11-02 08:33:11
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- Alibaba Cloud launches 'Tongyi Lingma' AI programming tool, supporting mainstream IDEs such as VS Code and JetBrains
- According to news on November 1, Alibaba Cloud has released an AI programming tool called "Tongyi Lingma". The tool claims to be developed based on Alibaba Cloud's Tongyi large model. Readers of IT House can learn more about the project on the official website. It is reported that "Tongyi Lingma" is compatible with mainstream IDEs such as Visual Studio Code and JetBrains IDEs; supports Java, Python, Go, C/C++, Java, Type, PHP, Ruby, Rust , Scala and other mainstream programming languages. In terms of functions, "Tongyi Lingma" supports line/function level real-time continuation, natural language code generation, unit test generation, code comment generation, code explanation and other functions. In the programming process, AI tools
- AI . rust 1193 2023-11-01 17:33:22
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- Vivo's self-developed Blue River operating system is not compatible with Android apps
- At today's 2023 vivo Developers Conference, vivo released their self-developed Blue River operating system BlueOS, and announced that it will be equipped with the operating system on the vivoWATCH3 watch for the first time. At the forum this afternoon, Vivo Vice President Surang accepted the media During the interview, it was made clear that vivo’s self-developed Blue River operating system is not compatible with Android applications. This site learned from the 2023 vivo Developer Conference that the Blue River operating system currently has access to apps such as Alipay, Baidu Maps, and Himalaya, and is compatible with the hapjs fast application standard. Vivo's self-developed Blue River operating system is known as a future-oriented self-developed smart operating system that supports large models and multi-modal interaction. It is also claimed to be the world's first system written in Rust language.
- It Industry . rust 1419 2023-11-01 15:25:03
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- Vivo's self-developed Blue River operating system BlueOS released: supports large models, Rust language writing framework
- At the 2023 vivo Developer Conference, vivo announced the official launch of their independently developed Blue River operating system BlueOS. Vivo's self-developed Blue River operating system is known as a future-oriented self-developed smart operating system that supports large models and multi-modal interactions. , also claims to be the world's first operating system that uses the Rust language to write a system framework. With the support of large model capabilities, Blue River Operating System has expanded its input capabilities and supports the recognition of sounds, pictures, text, videos, gestures, sign language, brain waves, etc. At the same time, it supports a new paradigm of application development, which can help you automatically write code, generate exclusive desktops, wallpapers, themes, etc. The system supports various configurations, including devices with 200MHz CPU and 32MB memory. This site learned from the press conference
- It Industry . rust 699 2023-11-01 12:37:06
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- Technology Last Night and This Morning 1101: Multi-platforms promote the real-name front-end of self-media accounts, DJI responds to rumors of being fined 44 billion yuan by the United States, vivo will release a self-developed smart operating system
- Hello everyone, it is Wednesday, November 1, 2023. Next, I will introduce to you today’s important technology information: 1. Weibo, Douyin, Kuaishou, Bilibili and other platforms announced the real-name display requirements for self-media accounts at the front desk in October 2020. On the 31st, WeChat, Weibo, Kuaishou, and Douyin successively issued announcements about guiding top “self-media” accounts to display real-name information at the front desk. Huhu has launched the work of displaying real-name information at the front desk of top self-media accounts. The authentication information will be displayed in the “Personal” section. Information page >> View details Toutiao promotes real-name front-end “self-media” accounts in the head, sharing personal daily life accounts without real names >> View details Baidu will guide Baijiahao’s top accounts to gradually disclose their real names. Disagreeing with real names will affect traffic ,income&
- It Industry . rust 852 2023-11-01 09:25:10
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- Vivo will release its self-developed smart operating system: the world's first written in Rust language and supports large models
- According to news from this site on October 31, vivo announced that it will hold the 2023 Developer Conference with the theme of "Together Together" at the Shenzhen International Convention and Exhibition Center on November 1. This conference will release vivo's self-developed AI large model and self-developed operations. system, and OriginOS4 debuted. According to vivo’s official warm-up today, Zhou Zhou, vice president of vivo, vice president of OS products, and director of vivoAI Global Research Institute, revealed that the company will launch a future-oriented self-developed smart operating system that supports large models and multi-modal interaction. It also claims to be the world's first operating system that uses the Rust language to write a system framework. Surround said that in this operating system, programming and interface design work can be completed by large models. After vivo, everyone
- It Industry . rust 915 2023-10-31 15:29:13
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- How to build high-performance web applications with React and Rust
- How to use React and Rust to build high-performance network applications Introduction: In today's Internet era, the needs of network applications are becoming more and more diverse, and the requirements for performance and reliability are also getting higher and higher. React and Rust are two technologies that have attracted much attention in front-end and back-end development. Their combined use can help us build high-performance network applications. This article will introduce how to use React and Rust to develop web applications and provide specific code examples. 1. Introduction to React React is a tool for constructing
- JS Tutorial . rust 752 2023-09-26 15:03:42
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