The Transformer Model: An Organic Combination of Attention Mechanism and Neural Networks

The Transformer Model: An Organic Combination of Attention Mechanism and Neural Networks

1 Algorithm Introduction The Transformer is a model that uses the attention mechanism to improve the training speed of the model. The Transformer can be said to be a deep learning model that is completely based on the self-attention mechanism, as it is suitable for parallel computation, and its inherent model complexity results in higher … Read more

A Comprehensive Guide to Transformers

A Comprehensive Guide to Transformers

1.Origin Transformers are an important deep learning architecture that originated in the fields of computer science and artificial intelligence. They have achieved remarkable success in natural language processing and other sequential data tasks. The history and evolution of this architecture are worth exploring. The story of Transformers began in 2017, when Vaswani et al. first … Read more

Understanding the Details of Transformers: 18 Key Questions

Understanding the Details of Transformers: 18 Key Questions

Author: Wang Chen, Who Asks Questions@Zhihu (Authorized) Source: https://www.zhihu.com/question/362131975/answer/3058958207 Editor: Jishi Platform Why Summarize Transformers Through Eighteen Questions? There are two reasons: First, the Transformer is the fourth major feature extractor after MLP, RNN, and CNN, also known as the fourth foundational model; the recently popular chatGPT is also built on the Transformer, highlighting its … Read more

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

How ChatGPT Can Be Used in Education

How ChatGPT Can Be Used in Education

【Tip】:Click on “Puning Education” above to subscribe for the latest news Recently, ChatGPT has become popular worldwide. As a generative artificial intelligence software, ChatGPT can generate text on any topic, accomplishing various tasks including answering questions, writing articles, papers, and poetry. It has been praised as having “significant historical significance, comparable to the birth of … Read more

What Is ChatGPT? Essential Principles Behind Its Functionality

What Is ChatGPT? Essential Principles Behind Its Functionality

Part.1 The Difficult Journey of “Speaking Human Language” There are many definitions and standards for AI, but the ability to “converse with humans” seems to be an unavoidable threshold, an important criterion for assessing AI’s intelligence, and a necessary condition for the public to understand and accept AI. To this end, AI scientists and engineers … Read more

Understanding ChatGPT in Three Minutes

Understanding ChatGPT in Three Minutes

Recently, ChatGPT has become a sensation on social networks, and many people are eager to experience this new phenomenon. There are already many articles explaining how to register for ChatGPT, so we won’t dwell on that. Here, I will provide a simple overview to help readers quickly understand ChatGPT and the AI technology behind it … Read more

The Complexity of GPT-3 and Its Distance from the Technological Singularity

The Complexity of GPT-3 and Its Distance from the Technological Singularity

The Most Complex Artificial Intelligence Super AI GPT-3 is destined to be one of the most important breakthroughs in the field of artificial intelligence in 2020. It is currently the most complex artificial intelligence language model in the world, developed by the renowned artificial intelligence open platform OpenAI. How complex is GPT-3? Technically, the most … 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

Understanding GPT-3: What Makes It Exceptional?

Understanding GPT-3: What Makes It Exceptional?

CASIA Unlock More Intelligent Beauty GPT-3 has caused a global sensation in the tech community, and almost everyone with a basic understanding of AI knows about it. Discussions surrounding it remain very active to this day. This article aims to provide a brief introduction to GPT-3, hoping to give everyone a real glimpse of what … Read more