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- how copilot works in visual studio?
- VS Copilot Abstract:Copilot, an AI assistant in Visual Studio, enhances code generation with advanced capabilities like:Code completions and function generationCross-language translationAutomated refactoringWhile it offers benefits such as increased
- AI 470 2024-08-16 16:45:21
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- how copilot works in teams?
- Copilot is a team collaboration tool that provides a shared workspace for file, idea, and feedback sharing, and progress tracking. Key features include shared workspace, real-time editing, version control, task management, and chat. Teams can enhance
- AI 518 2024-08-16 16:44:17
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- how copilot works microsoft?
- Microsoft's Copilot leverages AI to enhance development productivity. Its intelligent code completion, scenario-based assistances, contextual analysis, and natural language communication streamline development tasks. By automating routine tasks, impr
- AI 550 2024-08-16 16:43:21
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- Nvidia plays with pruning and distillation: halving the parameters of Llama 3.1 8B to achieve better performance with the same size
- The rise of small models. Last month, Meta released the Llama3.1 series of models, which includes Meta’s largest model to date, the 405B model, and two smaller models with 70 billion and 8 billion parameters respectively. Llama3.1 is considered to usher in a new era of open source. However, although the new generation models are powerful in performance, they still require a large amount of computing resources when deployed. Therefore, another trend has emerged in the industry, which is to develop small language models (SLM) that perform well enough in many language tasks and are also very cheap to deploy. Recently, NVIDIA research has shown that structured weight pruning combined with knowledge distillation can gradually obtain smaller language models from an initially larger model. Turing Award Winner, Meta Chief A
- AI 342 2024-08-16 16:42:44
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- Nvidia plays with pruning and distillation: cutting Llama 3.1 8B parameters in half to achieve better performance with the same size
- The rise of small models. Last month, Meta released the Llama3.1 series of models, which includes Meta’s largest model to date, the 405B model, and two smaller models with parameter amounts of 70 billion and 8 billion respectively. Llama3.1 is considered to usher in a new era of open source. However, although the new generation models are powerful in performance, they still require a large amount of computing resources when deployed. Therefore, another trend has emerged in the industry, which is to develop small language models (SLM) that perform well enough in many language tasks and are also very cheap to deploy. Recently, NVIDIA research has shown that structured weight pruning combined with knowledge distillation can gradually obtain smaller language models from an initially larger model. Turing Award Winner, Meta Chief A
- AI 1004 2024-08-16 16:42:23
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- how copilot works in word?
- Copilot is an AI-powered writing assistant integrated in Microsoft Word, utilizing NLP to analyze writing context and suggest customized text generation, sentence completion, text rewriting, and information search. Its capabilities include natural la
- AI 799 2024-08-16 16:42:17
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- how copilot works in outlook?
- Copilot is an AI-powered assistant that integrates with Outlook to enhance email composition by offering real-time grammar and style suggestions, suggested phrasing, and tone adjustments. It seamlessly integrates with Outlook's native functionality a
- AI 928 2024-08-16 16:41:18
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- how copilot works in power bi?
- Copilot, an AI assistant in Power BI, uses NLP to understand user commands. It automates tasks, provides insights, and offers recommendations based on user behavior and data analysis. Features include automated data exploration, personalized recommen
- AI 552 2024-08-16 16:40:26
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- how copilot works in excel?
- Copilot enhances the Excel experience by automating tasks, leveraging AI for natural language processing, context awareness, and machine learning. It offers task automation, data insights, error avoidance, a user-friendly interface, and robust securi
- AI 406 2024-08-16 16:39:18
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- Can the two small models verify each other and directly compare with the large model? Microsoft's rStar doesn't even use CoT and fine-tuning
- Check in with each other so that small models can solve big problems. As we all know, LLM is powerful, but its ability to perform complex reasoning is not strong enough. For example, on the GSM8K data set, Mistral-7B can only achieve an accuracy of 36.5% even if it uses technologies such as Chain of Thought (CoT). Although fine-tuning can indeed effectively improve reasoning capabilities, most LLM relies on fine-tuning data that has been distilled by more powerful models such as GPT-4, or may even have been synthesized by these powerful models. At the same time, researchers are also actively developing a auxiliary but more difficult method: using a better teacher LLM to improve reasoning ability. In order to improve reasoning ability without a better model, a promising paradigm is
- AI 1035 2024-08-16 16:38:49
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- how to use copilot vscode python
- This article provides a comprehensive guide on integrating Copilot with VSCode for Python development. It explains how to install, enable, and configure Copilot within VSCode and offers specific tips for using it to generate, fix, and document code w
- AI 1104 2024-08-16 16:38:19
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- Want to understand Li Feifei's entrepreneurial direction? Here is a list of papers on Robotics + 3D
- More than 80 papers understand the research progress of "robotics + 3D". Some time ago, multiple media reported that WorldLabs, a startup company founded by famous AI scholar and Stanford University professor Li Feifei, had completed two rounds of financing in just three months. The latest round of financing raised approximately US$100 million. The company estimates that Value has exceeded 1 billion US dollars, becoming a new unicorn. The development direction of WorldLabs focuses on "spatial intelligence", that is, developing models that can understand the three-dimensional physical world and simulate the physical properties, spatial location and functions of objects. Li Feifei believes that "spatial intelligence" is a key part of the development of AI. Her team is training computers and robots to take actions in the three-dimensional world in the Stanford University laboratory, such as using large language models to let a person
- AI 599 2024-08-16 16:37:33
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- how to view copilot history
- This article discusses Copilot, an AI-powered assistant that aids in coding by offering auto-completion, debugging, and function generation. However, Copilot lacks a history storage feature, making it impossible to review past interactions or retriev
- AI 766 2024-08-16 16:37:16
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- Leading the commercialization of AIGC with a 'vertical model', what is FancyTech's technical path?
- We are witnessing another round of technological innovation. This time, AIGC provides individuals with tools to express themselves, making creation easier and more popular, but the driving force behind it is not the "big" model. In the past two years, AIGC technology has developed faster than anyone imagined, sweeping into all fields from text, images to videos. Discussions on the commercialization path of AIGC have never stopped. Among them, there are consensuses and differences in routes. On the one hand, the powerful capabilities of general models are amazing and show application potential in various industries. In particular, the introduction of architectures such as DiT and VAR has allowed ScalingLaw to achieve a leap from text to visual generation. Under the guidance of this rule, many large model manufacturers are moving towards increasing training data, computing power investment and
- AI 511 2024-08-16 16:36:31
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- how copilot works in vscode
- Copilot, an AI-powered coding assistant in Visual Studio Code (VSCode), automates coding tasks through features like autocomplete, snippet generation, and function/variable suggestions. Integrated via the Command Palette, Activity Bar, and Minimap, C
- AI 732 2024-08-16 16:36:18
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