With the rapid development of artificial intelligence technology, generative AIs such as ChatGPT and Sora have displayed their powerful capabilities in multiple fields. The year 2022 was dubbed the “Year of Generative AI”; in 2023, GPT-4 became popular due to its human-like intelligence; and at the beginning of 2024, Sora’s emergence once again shocked the … Read more
With the popularity of AI products like ChatGPT and Wenxin Yiyan, generative AI has become a hot topic of discussion. But why do we need to add the word “generative” in front of AI? Is there another type of AI? 1 What Exactly Is Generative AI? If we simply categorize artificial intelligence by its purpose, … Read more
ChatGPT Introduction Page | Image Source: Pexels 01Article Recommendations Abstract:The emergence of generative AI represented by ChatGPT marks the arrival of the intelligent era, revealing hidden technological risks, digital security hazards, and fairness issues in discourse rights. At this critical moment of global communication restructuring, China should seize the opportunity to actively promote the development … Read more
Long Ge’s Message: On the path to excellence, only through continuous exploration can we create the future. Paper TitleARWKV: Pretrain is not what we need, an RNN-Attention-Based Language Model Born from Transformer Publication DateJanuary 2025 AuthorsLin Yueyu, Li Zhiyuan, Peter Yue, Liu Xiao AffiliationUnknown Original Linkhttps://arxiv.org/pdf/2501.15570 Open Source Code Linkhttps://github.com/yynil/RWKVInside Demo Linkhttps://huggingface.co/RWKV-Red-Team/ARWKV-7B-Preview-0.1 Introduction In recent … Read more
Everyone, here comes a heavyweight new book from Xiaoyi: O’Reilly’s animal book “Introduction to Generative AI and Practical AWS”!This book has a rating of 4.6 stars on Amazon and has received strong recommendations from numerous industry leaders such as Jia Yangqing, Wang Xiaochuan, and Zhou Ming! “Introduction to Generative AI and Practical AWS” is your … Read more
Recently, Academician Zhang Bo, an academician of the Chinese Academy of Sciences and honorary president of the Institute of Artificial Intelligence at Tsinghua University, stated in his speech at the ISC.AI 2024 12th Internet Security Conference that current artificial intelligence lacks theory, only having developed models and algorithms targeted at specific fields. Both software and … Read more
This article is adapted from: Foreign Languages, 2024, Issue 4 Citation: Yuan Yulin. Language Processing Mechanism and Theoretical Implications of Large Models like ChatGPT[J]. Foreign Languages, 2024, 47(4): 2-14. Introduction: Understanding the Source of Large Models’ Language Proficiency As many may know, modern large language models (LLMs) like ChatGPT possess powerful capabilities in language understanding … Read more
IntroductionOn November 30, 2022, OpenAI released ChatGPT, instantly igniting a global internet frenzy and marking the beginning of a generative artificial intelligence technology revolution. Reflecting on the past year of AI development, no existing vocabulary can adequately describe its monumental scale. AIGC technology has evolved at an unprecedented speed, and the contours of general artificial … Read more
When handling long sequences, Transformers face challenges such as attention dispersion and increased noise. As the sequence length increases, each token must compete for attention scores with more tokens, which can lead to diluted attention scores. This dilution can result in less concentrated and relevant contextual representations, particularly affecting tokens that are far apart from … Read more
Essential insights delivered promptly Link｜https://www.zhihu.com/question/444712435 Editor｜Deep Learning and Computer Vision This article is for academic sharing only, please delete if infringing In simple terms, the attention mechanism learns the regions it should focus on based solely on the model itself in an unlabeled dataset. Is this method reliable? Author: Zhihu User https://www.zhihu.com/question/444712435/answer/1755066079I plan to explain … Read more