Abstract GPT (Generative Pre-trained Transformer) is a neural network model based on the Transformer architecture, which has become an important research direction in the field of natural language processing. This article will introduce the development history and technological changes of GPT, outlining the technical upgrades and application scenarios from GPT-1 to GPT-3, exploring the applications … Read more
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
Click the blue text above to follow us Resource Sharing Linux Beginner to Advanced Practical Course ↓ Scan to watch the video ↓ 1. Concept The GPT partitioning scheme uses a GUID partition table, which is a newer disk partition table structure standard derived from the EFI standard. Compared to the commonly used Master Boot … Read more
In the face of the incredible intelligence exhibited by the GPT model, we need to correctly understand the profound impact brought by this breakthrough in artificial intelligence. Zhou Hongyi, founder of 360 Group, recently elaborated in a live stream on four incredible capabilities exhibited by the GPT model: emergence, hallucination, language transfer, and logical enhancement. … 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
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
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
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
Analyst Network of Machine Heart Author: Wang Zijia Editor: H4O This article starts from the ancestor level word2vec and systematically sorts out the “genealogy” of GPT and the large NLP “family group” led by word2vec. GPT did not emerge out of nowhere; it is the result of the efforts of many people and a long … Read more