Large Language Models

Possibilities of Artificial Intelligence Development in 2030: Cross-Dimensional Transformation

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Possibilities of Artificial Intelligence Development in 2030: Cross-Dimensional Transformation

In 2030, will artificial intelligence drive economic growth, create breakthrough medical therapies, and simplify daily life as the data suggests? Or are these predictions overly optimistic: will artificial intelligence gradually fade away, or even make the world worse? Will artificial intelligence replace millions of jobs, replace human relationships, and challenge society with falsehoods? Recently, The … Read more

What Is Auditory? Machine Hearing?

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What Is Auditory? Machine Hearing?

Auditory Sound waves act on the auditory organs, causing sensory cells to become excited and triggering impulses in the auditory nerve that transmit information to the brain. After analysis by various levels of the auditory centers, this results in the sensation of hearing. External sound waves are transmitted through a medium to the outer ear … Read more

Research on Cross-Media Intelligence with Large and Small Model Collaboration

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Research on Cross-Media Intelligence with Large and Small Model Collaboration

Written by/Zhuang Yueting This article is divided into four parts: first, the research background and content; second, the introduction of the current two research approaches; third, the research foundation and progress made; and finally, the conclusion and outlook. 1 Research Background and Content Currently, large models/multi-modal large language models (LLM/MLLM) have reached new heights in … Read more

Summary of Various GPT-4 Autonomous Systems: AutoGPT, AgentGPT, BabyAGI, HuggingGPT, CAMEL

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Summary of Various GPT-4 Autonomous Systems: AutoGPT, AgentGPT, BabyAGI, HuggingGPT, CAMEL

Source: Deephub Imba This article is approximately 1400 words long and suggests a reading time of 5 minutes. Integrating ChatGPT and LLM into various applications is just part of the potential of using language models. The emergence of ChatGPT and LLM technology has swept the world with these state-of-the-art language models, prompting not only AI … Read more

War or Peace? Multi-Agent System Simulation of World War Outbreak Based on Large Language Models

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War or Peace? Multi-Agent System Simulation of World War Outbreak Based on Large Language Models

Introduction Can we avoid war at the crossroads of history? Individuals, scholars, policymakers, and organizations throughout human history have been pursuing this question. In the field of complex systems research, simulating the process of war through techniques such as wargaming and multi-agent simulation has been a long-standing topic. Especially driven by the transformative power of … Read more

AI Large Model Full-Stack Engineer Training Camp

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AI Large Model Full-Stack Engineer Training Camp

1 Background of AI Large Model Training With the rapid development of technology, Artificial Intelligence (AI) has become an important driving force leading a new round of technological revolution and industrial transformation. Large Language Models (LLMs), as a revolutionary breakthrough in the AI field, are reshaping our understanding of intelligent interaction, knowledge management, content creation, … Read more

Integrating LlamaIndex and LangChain to Build an Advanced Query Processing System

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Integrating LlamaIndex and LangChain to Build an Advanced Query Processing System

Source: DeepHub IMBA This article is approximately 1800 words and is suggested to be read in 6 minutes. This article will introduce how to integrate and create a scalable and customizable agent RAG. Building large language model applications can be quite challenging, especially when we have to choose between different frameworks like LangChain and LlamaIndex. … Read more

Why GPT-3.5 Is Cheaper Than LLaMA 2

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Why GPT-3.5 Is Cheaper Than LLaMA 2

Source: OneFlow This article has a total of 7200 words and is recommended to be read in over 10 minutes. This article provides guidance for selecting suitable open-source or closed-source language models to achieve better cost-effectiveness under different task requirements. By comparing the costs and latencies of LLaMA-2 and GPT-3.5 through testing, the author calculated … Read more

Generative AI and Its Deep Integration with the Financial Industry

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Generative AI and Its Deep Integration with the Financial Industry

Ouyang Rihui, Researcher and PhD Supervisor at the China Internet Economy Research Institute, Central University of Finance and Economics; Special Researcher at the Beijing Xi Jinping Thought on Socialism with Chinese Characteristics for a New Era Research Center. Abstract: Generative Artificial Intelligence, as a new production method, possesses technical-economic characteristics such as complementarity, intelligence, integration, … Read more

Mita AI Search: The Ideal AI Model for Academic Research

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Mita AI Search: The Ideal AI Model for Academic Research

This is the 9th article by Teacher Wang Jue introducing AIGC. Please refer to the previous articles: #ai Teacher Wang Jue’s AIGC Educational Application Collection —————————————— Although large models are amazing, they can help us with general document work But Teacher Wang Jue has always believed: For professional research and education, large models are not … Read more