Large Models

Research on the Construction and Application of Teaching Intelligent Agents Based on Large Models

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Research on the Construction and Application of Teaching Intelligent Agents Based on Large Models

1. Introduction With the rapid evolution of generative artificial intelligence, multimodal large models increasingly demonstrate their advantages in multimodal content understanding and generation. Multimodal large models (hereinafter referred to as “large models”) refer to artificial intelligence models capable of processing and understanding various modalities of data inputs, including text, images, and audio-visual content. Artificial intelligence … Read more

AI Agents and Large Models: A Synergistic Path to General Intelligence

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AI Agents and Large Models: A Synergistic Path to General Intelligence

In August 2023, the National Internet Information Office, in conjunction with the National Development and Reform Commission, the Ministry of Education, the Ministry of Science and Technology, and the Ministry of Industry and Information Technology, issued the “Interim Measures for the Management of Generative Artificial Intelligence Services,” which proposed ensuring the legality and ethics of … Read more

AI Agents: The Magical Wand of the Future

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AI Agents: The Magical Wand of the Future

AI Agents The Magical Wand of the Future World Have you ever wondered what the future world will look like? Can robots walk and talk like humans, or is this just a distant technological dream? In fact, it’s not far from us! Recently, there is a powerful technology that enables machines to mimic human behavior, … Read more

Downloading and Uploading Huggingface Large Models

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Downloading and Uploading Huggingface Large Models

Downloading Assuming we need to download the <span><span>Qwen2.5-0.5B-Instruct</span></span> model from Huggingface. 1. Using git lfs Git LFS is an extension developed by GitHub to support large files in Git. Installation on Mac: brew install git-lfs Installation on Linux: curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | sudo bash sudo apt install git-lfs git lfs install Download the large model: … Read more

Exploring the Evolution of Application Engineering Architecture in the AI Era

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Exploring the Evolution of Application Engineering Architecture in the AI Era

AliMei’s Introduction Contemporary AI is surging forward. This article analyzes the evolution of application engineering architecture in the AI era from the characteristics of AI, the challenges it poses to development, and the differentiation of AI applications and scenarios. Preface In the current era of generative models, understanding and utilizing AI-related technologies is something that … Read more

Exploring the Technical Principles of OpenAI O1

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Exploring the Technical Principles of OpenAI O1

Introduction Three months ago, OpenAI launched its latest work – OpenAI O1, which quickly became a hot topic in the AI community. The biggest highlight of OpenAI O1 is its ability to reason like humans, meaning it can not only simply match known data patterns when dealing with complex problems, but also execute a process … Read more

Implementing AI-Driven Smart Sales with Large Models

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Implementing AI-Driven Smart Sales with Large Models

Introduction This article explores how AI drives the next generation of sales. It discusses changes brought about by AI development, such as personalized text generation for telemarketing calls and enhanced interruption capabilities. It proposes future scenarios where sales personnel will no longer need to analyze user data and design scripts but will rely on AI … Read more

Advanced Techniques for Kimi: Surpassing 90% of Users

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Advanced Techniques for Kimi: Surpassing 90% of Users

Talking about AI, reliable, blue text seeking attention Kimi, the large model, has become popular and can be considered a source of pride for domestic large models. Today, I will share advanced techniques for using Kimi, fully utilizing the capabilities of the large model. On the far right of the Kimi input box, the first … Read more

The RAG vs Long-Context Debate: No Need to Fight

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The RAG vs Long-Context Debate: No Need to Fight

Introduction Hello everyone, I am Liu Cong from NLP. As the context length supported by large models continues to increase, a debate has emerged online (many groups are discussing this topic, so I would like to share my thoughts) regarding RAG and Long-Context, which is really unnecessary… The main point is that the two are … Read more