Unlocking Core Technologies of Large Models

Unlocking Core Technologies of Large Models

Large models are showing an explosive growth trend (more parameters / greater computational power requirements). With the continuous advancement of algorithm and computational technologies, large models will further evolve into more advanced and powerful versions, being applied in an increasing number of fields to generate more beautiful dialogues and content for humanity. Source: Xinhua News … Read more

Introduction to Large Models for Beginners

Introduction to Large Models for Beginners

Source: Fresh Dates Classroom Original Author: Little Date Jun This article provides a simple and accessible introduction to what large models are, how they are trained, and their applications. What Are Large Models Large models, known in English as Large Model, were also referred to as Foundation Model in the early days. Large model is … Read more

Innovation Practices of Low-Code and Large Models at China Merchants Bank

Innovation Practices of Low-Code and Large Models at China Merchants Bank

Written by / Vice General Manager of the Information Technology Department, China Merchants Bank, Chen Xi Information Technology Department, China Merchants Bank, Yang Mian, Ren Ke, Wang Jiu Hua The rapid development of large models is gradually becoming a key driving force for innovation and transformation across various industries. China Merchants Bank has keenly observed … Read more

Exploration and Practice of AIGC in the Financial Industry

Exploration and Practice of AIGC in the Financial Industry

In 2022, OpenAI, a high-tech company far away in Silicon Valley, released an intelligent chat program called ChatGPT, marking the beginning of the generative AI revolution. A year later, this world-renowned company faced a “mutiny,” while on the other side of the globe, China’s technological pioneers are actively exploring the application of generative artificial intelligence … Read more

Graph RAG: Merging Knowledge Graphs with Large Models

Training Materials September 2024 Issue This video is a community sharing report from the AI-themed discussion meeting of the Yunhan Community held on August 3, 2024. Speaker: Chen Xiaoyang (Member of the Yunhan Community Committee, General Manager of Fucheng Company) Report Title: “Graph RAG – When Knowledge Graphs Meet Large Models“ AI Video Summary: This … Read more

Live Broadcast: Large Model + Knowledge Base (RAG) for Industry Digitalization

Live Broadcast: Large Model + Knowledge Base (RAG) for Industry Digitalization

In the blink of an eye, 2024 is nearing its end. This year, the “Huawei Expert Live Room” has successfully held 7 live broadcasts, sharing Huawei’s experience in industry digital transformation, covering construction, steel, non-ferrous metals, smelting, transportation, oil and gas, and continuously shaping the brand image of “digital transformation partners”. Recently, some friends commented … Read more

Overview of AI Large Models: 244 Domestic and International Models

Overview of AI Large Models: 244 Domestic and International Models

Introduction: In the digital age, data has become the new oil, and large data models have become the key engine driving the transformation of this era. So, what is a large model? In simple terms, a large model refers to a model trained using massive amounts of data through advanced algorithms and technologies, possessing powerful … Read more

2023 Review and Reflection on AGI

2023 Review and Reflection on AGI

TL;DR Public perception of AI in 2023: What is it? -> It doesn’t seem that powerful -> It doesn’t really concern me. Currently, there are no hard limitations preventing the emergence of AGI, and we are only a few years away from it. The “imagination” and “pleasing ability” of large models mature earlier than their … Read more

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

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

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