Hello everyone, I am Jinghuai, a friend in Canada, here to play with AI every day. When traveling in China, I came across a saying: “Garbage is just a resource misplaced.” The first time I saw this phrase, I was captivated. I had worked in the recycling industry for a while, so this saying instantly … Read more
In today’s digital age, artificial intelligence (AI) is gradually permeating all aspects of software development, bringing great convenience to programmers. Among these, leveraging AI tools during the coding process can significantly enhance efficiency and reduce errors. This article will provide a detailed introduction for beginners on how to call Deepseek in Visual Studio Code (VSCode) … Read more
Chen Bai/WrittenA company that started as a private equity firm in the A-share market has now become a “top player” in the global AI field. Even Sam Altman, the founder of OpenAI, has had to start paying attention to this company, which is referred to in Silicon Valley as the “mysterious force from the East.” … Read more
Build Your Own AI Chat System with Python and DeepSeek API! Do you want to have your own AI chat system? Do you want to quickly build a cool web application using Python and Streamlit? Do you want to experience the powerful features of the DeepSeek API? This tutorial will guide you step by step … Read more
Tencent Technology “AI Future Guide” Special Contributor: Hao Boyang Editor: Zheng Kejun No GPU Poor, Only Not Enough Squeeze. The launch of DeepSeek-V3 perfectly illustrates this statement with a set of astonishing data. While models like O1, Claude, Gemini, and Llama 3 struggle with billions in training costs, DeepSeek-V3 achieved performance on par with them … Read more
Let’s start with the conclusion,MinMax01 currently has capabilities that are weaker than DeepSeek V3, and the gap may be quite significant. After clicking the “#AI” link at the bottom left of the article, you can browse more AI-related articles. Recently, many people have said that MinMax01 can serve as a replacement for DeepSeek V3. Some … Read more
1. What is Mixture of Experts (MoE)? In the field of deep learning, the improvement of model performance often relies on scaling up, but the demand for computational resources increases sharply. Maximizing model performance within a limited computational budget has become an important research direction. The Mixture of Experts (MoE) introduces sparse computation and dynamic … Read more
DeepSeek-V3 has recently been a game changer and is regarded as the light of domestic AI models. After using it, I can only say two words: truly fragrant! The cost performance is incredibly high! So, I immediately want to share with you how to integrate DeepSeek-V3 into the Cursor editor and save a lot of … Read more
Author: Jacob, Code Intelligent Copilot & High-Performance Distributed Machine Learning SystemOriginal: https://zhuanlan.zhihu.com/p/18653363414>>Join the Qingke AI Technology Group to exchange the latest AI technologies with young researchers/developers Recommended Reading Interpretation of MiniMax-01 Technical Report Interpretation of DeepSeek-V3 Technical Report Comparison of MiniMax-01 and DeepSeek-V3 Aspect MiniMax-01 DeepSeek-V3 Model Architecture Based on linear attention mechanism, using hybrid … Read more
Comparison table Aspect MiniMax-01 DeepSeek-V3 Model Architecture Based on linear attention mechanism, using a hybrid architecture (Hybrid-Lightning), and integrating MoE architecture. Based on Transformer architecture, using MLA and DeepSeekMoE architectures, and introducing auxiliary loss-independent load balancing strategies. Parameter Scale 456 billion total parameters, 45.9 billion active parameters. 671 billion total parameters, 37 billion active parameters. … Read more