Deep Learning | Transformer Illustrated

Deep Learning | Transformer Illustrated

Introduction The transformer is a framework that cannot be overlooked in the field of NLP and even deep learning as a whole. Most large language models (LLMs) are trained using it to generate models, so the transformer is a framework that every robot developer or artificial intelligence developer cannot bypass. This article will gradually unveil … Read more

ChatGPT Development History, Principles, Technical Architecture, and Future

ChatGPT Development History, Principles, Technical Architecture, and Future

Source: Chen Wei Talks on Chips, This article will introduce the characteristics, functions, technical architecture, limitations, industrial applications, investment opportunities, and future of ChatGPT. Author: Dr. Chen Wei, the author previously served as the chief scientist of a Huawei-affiliated natural language processing (NLP) company. Integrated storage/computing/GPU architecture and AI expert, senior title. Expert in the … Read more

Understanding Why ChatGPT Is So Popular

Understanding Why ChatGPT Is So Popular

Click the card below to follow us↓↓↓ Recently, ChatGPT has become a phenomenal hot topic. Everyone is very concerned about its technology, impact, and other related content. This article provides professional answers to ten questions about ChatGPT. 1. How Popular Is ChatGPT Right Now? On November 30, 2022, ChatGPT was launched, sparking heated discussions worldwide. … Read more

Exploring ChatGPT’s Impact on Museums

Exploring ChatGPT's Impact on Museums

Source: Cultural Heritage Circle Research on the Application Prospects of Natural Language Processing Technology in the Museum Field Taking ChatGPT as an Example[1]* Zhou Dingkai, Zhang Fenglin, Ding Zhiguo, Chen Yufei, Mao Ruohan Abstract This paper introduces the basic components of ChatGPT based on natural language processing technology and its advantages in natural language generation … Read more

Review and Governance of ChatGPT Cybersecurity Risks

Review and Governance of ChatGPT Cybersecurity Risks

In November 2022, ChatGPT was launched, causing a global sensation. According to Similarweb, ChatGPT set a record for the fastest application to reach 100 million users on the internet, with an average of about 13 million unique visitors daily[1]. As an application of artificial intelligence algorithms, ChatGPT not only possesses the inherent attributes of traditional … Read more

Understanding Why ChatGPT Is So Powerful

Understanding Why ChatGPT Is So Powerful

Introduction In the past week, anyone who loves technology and is not living on Mars has certainly been inundated with news about OpenAI’s ChatGPT. Compared to previous publicly available conversational bots, ChatGPT shows a significant improvement in performance. It can reliably provide functions for everyday conversations and knowledge acquisition, assist in writing documents and code … Read more

What Does GPT Mean in ChatGPT?

What Does GPT Mean in ChatGPT?

Recently The new generation of generative artificial intelligence chatbots ChatGPT has become a regular on the trending searches From continuously answering questions, generating summaries, translating documents, to information classification, coding, scriptwriting, doing homework, and writing papers, ChatGPT can handle almost everything with ease. Moreover, ChatGPT can even question the premise of your questions and refuse … Read more

Complete Illustrated Guide to GPT-2: Just Read This Article (Part Two)

Complete Illustrated Guide to GPT-2: Just Read This Article (Part Two)

Follow the public account “ML_NLP“ Set as “Starred“, delivering heavy content directly to you! Source | Zhihu Address | https://zhuanlan.zhihu.com/p/79872507 Author | Machine Heart Editor | Machine Learning Algorithms and Natural Language Processing Public Account This article is for academic sharing only, if there is any infringement, please contact us to delete it. In the … Read more

Detailed Analysis of ChatGPT and InstructGPT

Detailed Analysis of ChatGPT and InstructGPT

Source: JD Cloud Dolphin Data Science Laboratory This article is about 7000 words, recommended reading time is 15 minutes. To understand ChatGPT, we must first understand InstructGPT. Introduction The GPT series is a series of pre-trained models by OpenAI, where GPT stands for Generative Pre-Trained Transformer. As the name suggests, the purpose of GPT is … Read more

Detailed Explanation of ChatGPT/InstructGPT

Detailed Explanation of ChatGPT/InstructGPT

Introduction The GPT series is a set of pre-trained articles by OpenAI. GPT stands for Generative Pre-Trained Transformer. As the name suggests, the purpose of GPT is to obtain a general text model using pre-training techniques based on the Transformer architecture. Currently, published papers include text pre-trained models GPT-1, GPT-2, and GPT-3, as well as … Read more