DeepSeek Deployment Guide: Efficient Practices from Local to Cloud

01 Overview of DeepSeek Deployment DeepSeek, as a high-performance open-source large model, supports various deployment methods, including local deployment, cloud deployment, and hybrid deployment. This article will detail how to efficiently deploy DeepSeek in different environments and optimize its performance. 02 Local Deployment 1. Hardware Requirements GPU: At least 1 NVIDIA A100 or equivalent GPU … Read more

Exploring DeepSeek and Its Core Technologies

Exploring DeepSeek and Its Core Technologies

Alibaba Sister’s Guide This article delves deep into the core technologies of the DeepSeek large model, providing a comprehensive analysis from the company’s background, model capabilities, training and inference costs to the details of the core technologies. 1. About DeepSeek Company and Its Large Model 1.1 Company Overview DeepSeek was established in July 2023 in … Read more

Effective DeepSeek Usage Tips You Didn’t Know About

Effective DeepSeek Usage Tips You Didn't Know About

Angel Dad A few days ago, during the New Year, something big happened internationally. That is, China quietly launched an AI model called DeepSeek, which instantly amazed the world! It feels like everyone in the United States, from the president to the common people, is discussing DeepSeek. This article provides you with effective usage tips … Read more

Comprehensive Guide to DeepSeek: 90% of Users Don’t Know These Tips

Comprehensive Guide to DeepSeek: 90% of Users Don't Know These Tips

1. What is DeepSeek Recently, a super dark horse in the AI field has emerged, and that is DeepSeek, officially known as Hangzhou DeepSeek Artificial Intelligence Basic Technology Research Co., Ltd. Although it was established on July 17, 2023, making it a “young player,” it has already stirred up waves in the AI arena. The … Read more

Overview of 17 Efficient Variants of Transformer Models

Overview of 17 Efficient Variants of Transformer Models

Follow the public account “ML_NLP“ Set as “Starred” for heavy content delivered first-hand! Reprinted from | Xiaoyao’s Cute Selling House Written by | Huang Yu Source | Zhihu In the field of NLP, transformer has successfully replaced RNNs (LSTM/GRU), and has also found applications in CV, such as object detection and image annotation, as well … Read more

What Is the Transformer Model?

What Is the Transformer Model?

Welcome to the special winter vacation column “High-Tech Lessons for Kids” presented by Science Popularization China! Artificial intelligence, as one of the most cutting-edge technologies today, is rapidly changing our lives at an astonishing pace. From smart voice assistants to self-driving cars, from AI painting to machine learning, it opens up a future full of … Read more

2025 Large Models and Transformer Architecture: Technology Frontiers and Future Trends Report

“Omega Future Research Institute” focuses on the future development trends of technology, studying the major opportunities and challenges faced by humanity in the evolution process towards the Omega point. We will periodically recommend and publish important technological research progress and future trend studies from around the world. (Click here to view the Omega theory) In … Read more

What Is the Transformer Model?

Welcome to the special winter vacation column “High-Tech Lessons for Kids” launched by Science Popularization China! Artificial intelligence, as one of the most cutting-edge technologies today, is changing our lives at an astonishing pace. From smart voice assistants to self-driving cars, from AI painting to machine learning, it opens up a future full of infinite … Read more

In-Depth Analysis of ChatGPT’s Development, Principles, Architecture, and Future

In-Depth Analysis of ChatGPT's Development, Principles, Architecture, and Future

Source: Dolphin Data Science Laboratory This article is approximately 6000 words and is recommended for a 12-minute read. This is a deep technical popular science and interpretation article, without excessive technical terms. [ Introduction ] The author of this article is Dr. Chen Wei, who previously served as the chief scientist of a Huawei-affiliated natural … Read more

The Evolution and Future of ChatGPT

The Evolution and Future of ChatGPT

Editor’s Note Since its launch on December 2nd, 2022, ChatGPT, developed by the American startup OpenAI, has gained over a million users and sparked intense discussions. It can perform a range of common text output tasks, including writing code, debugging, translating literature, writing novels, creating business copy, generating recipes, doing homework, and evaluating assignments. Moreover, … Read more