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
Many people know about GPT, but very few have started using it effectively! Many pretend to understand GPT, but only a few can use it efficiently! Today, let’s take a look at what GPT can do. Here are 40 scenarios along with corresponding prompts (automatically generated), and it could even be 100 or 1000. Scenario: … Read more
On March 15, OpenAI released the next generation multimodal large model GPT-4. Compared to ChatGPT, which was launched four months ago, GPT-4 has made a qualitative leap in image recognition, integrated processing of image and text data, and logical reasoning. The rapid iteration and innovation of large AI models in the United States poses a … Read more
With the rapid development of artificial intelligence technology, GPT (Generative Pre-trained Transformer), as a leader in the field of natural language processing, undoubtedly brings unprecedented innovation to our digital society. However, with its widespread application, we should also pay attention to the security issues of GPT to ensure that its innovative power is not misused, … Read more
5.17 The Intellectual The Intellectual Image Source: Pixabay Written by | Sun Ruichen Edited by | Li Shanshan ● ● ● Today, large language pre-trained neural network models such as ChatGPT have become widely known names. However, the algorithmic core behind GPT—the artificial neural network algorithm—has undergone an 80-year rollercoaster of ups and downs. During … Read more
Author: Li Yuanyuan This article is about 3000 words long, recommended reading time is 6 minutes. This article introduces the evolution of the GPT model. 1 Overview of GPT Models The GPT model, short for Generative Pre-trained Transformer, was developed by the OpenAI team and is a deep learning-based natural language processing model. It learns … Read more
Through the previous two articles in this series, we learned about what large language models are and roughly understood the training process of large language models. After completing the training of GPT, computer scientists discovered that it exhibited many surprising abilities. Understanding these abilities is crucial for us to comprehend, learn, and utilize GPT. This … Read more
1. Introduction With the rapid evolution of generative artificial intelligence, multimodal large models are increasingly demonstrating their advantages in multimodal content understanding and generation. The multimodal large model (hereinafter referred to as “large model”) refers to artificial intelligence models capable of processing and understanding various modal data inputs such as text, images, audio, and video. … Read more
AI isthe Excavator of the Knowledge Era,significantly enhancing teaching and research productivity. Here are a series of articles by Teacher Wang Jue on AI teaching skills, feel free to check them out: #ai Teacher Wang Jue’s Collection of AIGC Educational Application Articles —————————————— [Publication Note] I previously published an article on the “AI Socratic Thinking … Read more
MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, and corporate researchers. The Vision of the Community is to promote communication and progress between academia, industry, and enthusiasts in the field of natural language processing and machine learning, especially for beginners. Reprinted … Read more