DeepSeek: Innovation Driven by Market Competition

DeepSeek: Innovation Driven by Market Competition

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

Mastering DeepSeek: From Beginner to Expert

Mastering DeepSeek: From Beginner to Expert

Let’s talk about DeepSeek, a rising star in the GPT series. It is not just a language model but more like a super brain that can converse. Today, we will delve into DeepSeek and see how it handles various tasks. What is DeepSeek? DeepSeek is simply an incredibly powerful language model. It learns to understand … Read more

Unlocking New Uses for DeepSeek: An Alternative to Claude

Unlocking New Uses for DeepSeek: An Alternative to Claude

Many friends have gradually become reliant on this tool due to Claude’s powerful features. However, if you are paying for Claude just because of this “capability”, I would like to say that you can actually use DeepSeek, which can achieve the same effect! Because, DeepSeek has a feature that other domestic large models, even ChatGPT, … Read more

Boost Efficiency by 10x! How to Use DeepSeek for Code Generation

Boost Efficiency by 10x! How to Use DeepSeek for Code Generation

The DeepSeek model shines like a dazzling new star, rapidly gaining popularity and attracting attention from all sectors. With astonishingly low training costs, it has achieved performance that rivals industry giants like ChatGPT, particularly excelling in the realm of code generation, showcasing extraordinary capabilities and exceptional strength. Even more impressive is its API usage cost, … Read more

In-Depth Exploration: Creating a New Intelligent Development Experience with DeepSeek and Cursor

In-Depth Exploration: Creating a New Intelligent Development Experience with DeepSeek and Cursor

DeepSeek <span>DeepSeek</span> is the latest star project, with Lei Jun personally recruiting key developers. The entire training process for <span>DeepSeek</span> V3 took less than 2.8 million <span>GPU</span> hours, and its performance is said to be close to that of <span>GPT-4o</span>. This project is very easy to use; you can register on your phone to receive … Read more

DeepSeek-V2: A Powerful MoE Language Model

DeepSeek-V2: A Powerful MoE Language Model

Abstract We propose DeepSeek-V2, a powerful Mixture of Experts (MoE) language model characterized by economical training and efficient inference. It has a total of 236 billion parameters, with 21 billion parameters activated per token, and supports 128K tokens of context length. DeepSeek-V2 adopts innovative architectures such as Multi-head Latent Attention (MLA) and DeepSeekMoE. MLA ensures … Read more

DeepSeek-VL: A Preliminary Exploration of Multimodal Models

DeepSeek-VL: A Preliminary Exploration of Multimodal Models

Following the release of large models for language, code, mathematics, etc., DeepSeek has brought another early achievement on the journey towards AGI… DeepSeekVL, jointly expanding training data, model architecture, and training strategies, attempts to build the strongest open-source 7B and 1.3B multimodal models. Highlights Data: Multi-source multimodal data enhances the model’s general cross-modal capabilities, mixing … Read more

DeepSeek-V2 Technical Interpretation

DeepSeek-V2 Technical Interpretation

DeepSeek has introduced a new MoE model, DeepSeek-V2, with a total parameter count of 236 billion and 21 billion active parameters. Although it is still a bit short of GPT-4 levels, it can be considered the strongest open-source MoE model available. Staying true to its open-source spirit, the accompanying technical report is also packed with … Read more

Deepseek-V2 Technical Report Analysis

Deepseek-V2 Technical Report Analysis

Deepseek has recently released the v2 version of its model, continuing the technical route of the Deepseek-MoE (Mixture of Experts) model released in January. It employs a large number of small parameter experts for modeling and incorporates more optimizations in training and inference. True to its tradition, Deepseek has fully open-sourced the model (base and … Read more