During this year’s Spring Festival, an “AI rising star” from Hangzhou quietly emerged, named DeepSeek. It struck like a sudden lightning bolt, illuminating the global AI night sky and bringing a mysterious “Eastern power” to the open-source community. As DeepSeek gained popularity, more and more people began to use this AI tool. So how can … Read more
Old Zhang recently boasted to me: “I don’t even need to flip through books to find recipes anymore; I have an intelligent assistant called ‘DeepSeek’ on my phone that I can just talk to!” What he meant was DeepSeek, an AI tool that is like a ‘universal encyclopedia’. If our middle-aged and elderly friends use … Read more
DeepSeek’s main features and comprehensive usage guide: A step-by-step tutorial to help you progress from a beginner to an AI expert. In the rapidly evolving field of artificial intelligence, new AI tools are emerging like mushrooms after rain, and DeepSeek is one of the most notable new stars. Since the release of DeepSeek-V3, it has … Read more
This Spring Festival, apart from the Spring Festival Gala, the hottest topic is DeepSeek. A domestic AI software that caused Nvidia’s market value to drop by 17% and topped the Apple App Store download charts at number one. DeepSeek is actually an AI intelligent assistant, just like the voice assistant on your phone, which can … Read more
In today’s rapidly developing field of artificial intelligence technology, DeepSeek is currently the most popular AI large language model, serving as a powerful assistant for teachers to enhance teaching quality and innovate classroom instruction. Today, let’s share three common scenarios and usage examples that teachers often use. Let’s learn together! 01 Quick Overview of DeepSeek … Read more
MLNLP community is a well-known machine learning and natural language processing community in China and abroad, covering NLP master’s and doctoral students, university teachers, and corporate researchers.The community’s vision is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted from | Quantum … Read more
It’s 2024, and there are still people who don’t understand how Transformers work? Come try this interactive tool. In 2017, Google introduced the Transformer in the paper “Attention is All You Need,” marking a major breakthrough in deep learning. The paper has been cited nearly 130,000 times, and all models in the subsequent GPT family … Read more
Generative AI such as ChatGPT has captured widespread attention. Large Language Models (LLMs) based on Transformers are trained on vast amounts of unlabeled data and can generalize to various types of tasks. To better understand the real reasons behind the power of LLMs, we will delve into their workings in this blog. LLM evolution tree … Read more
PanChuang AI Share Source | Extreme City Platform Author | whistle@Zhihu Source | https://zhuanlan.zhihu.com/p/536489997 Reprinted from | Machine Learning Algorithms and Natural Language Processing Introduction Why Use Transformers on Graphs? Briefly mention the benefits brought by Graph Transformers (GT): Can capture long-range dependencies Mitigates over-smoothing and over-squashing phenomena GT can even integrate GNN and frequency … Read more
Author: Zhen Kexue Source: Qin Shuo WeChat Moments (ID:qspyq2015)Recently, a chatbot model, ChatGPT, has become popular online. Its smooth responses and rich knowledge have made many netizens worry about their job security. Is ChatGPT really that powerful? This article analyzes three non-scientific aspects and five scientific aspects, pointing out the need to avoid the “non-scientific” … Read more