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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 952 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 1030 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 526 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 648 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 417 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 643 2024-08-16 16:36:18
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- how to disable copilot vscode
- This article provides steps on how to disable Copilot in Visual Studio Code (VSCode). Copilot is an AI-powered tool that can help developers write code, but some users may prefer to disable it. The article describes both temporary and permanent deact
- AI 262 2024-08-16 16:35:17
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- how to use copilot visual studio 2022
- This article introduces Copilot for Visual Studio 2022, a powerful tool that enhances coding efficiency. It covers the setup and configuration process, key features such as code completion, function summary generation, test case creation, and refacto
- AI 956 2024-08-16 16:34:19
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- how to enable copilot vscode
- This article provides guidance on enabling and integrating Copilot with VSCode, an extension that assists with coding by offering suggestions and completing code. It covers the steps for installing the Copilot extension, signing in with a GitHub acco
- AI 890 2024-08-16 16:33:17
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- how to use copilot visual studio
- This article provides a comprehensive guide to setting up and using Copilot in Visual Studio. It discusses the main features of Copilot that are available in Visual Studio, including code completion, code generation, documentation generation, bug det
- AI 723 2024-08-16 16:32:17
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- how to copilot visual studio
- Abstract:This article discusses how to leverage Copilot, an AI pair programming tool, with Microsoft Visual Studio. It provides step-by-step instructions for integrating Copilot with Visual Studio, accepting or modifying suggestions during coding, an
- AI 833 2024-08-16 16:31:19
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- how use copilot in powerpoint
- This article provides comprehensive guidance on optimizing Copilot usage for PowerPoint presentations, addressing how to leverage its capabilities for writing assistance, code integration, and various specific tasks. It also explores best practices f
- AI 316 2024-08-16 16:30:21
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- how use copilot in visual studio
- This article examines the utilization of Copilot in Visual Studio, an AI-based coding assistant. It delves into how to configure and optimize Copilot, its functionalities in generating and completing code, as well as its limitations.
- AI 350 2024-08-16 16:29:20
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- how use copilot in teams
- This article discusses the integration of Copilot, an AI-powered assistant, with Microsoft Teams, offering guidance on how to enable, configure, and use Copilot within Teams. It emphasizes the possibility of multiple users accessing Copilot within a
- AI 357 2024-08-16 16:28:17
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- how use copilot vscode
- This article discusses the effective use of GitHub Copilot within Visual Studio Code. It explores strategies to enhance its performance, including identifying suitable use cases, providing clear prompts, embracing iterative feedback, and exploring it
- AI 182 2024-08-16 16:27:19
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