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
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
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
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 the vast universe of software development, every small defect can potentially trigger a system failure. Therefore, accurately locating defects and predicting potential issues during the software testing phase is crucial for ensuring software quality. In recent years, the introduction of AI agents has provided new solutions to this challenge. This article will delve into … Read more
The wave of artificial intelligence is surging, and AI Agents are like the intelligent helmsmen of the future, guiding the course of technological innovation. They are no longer simple lines of code but intelligent entities capable of autonomous learning, decision-making, and task execution. They exhibit intelligence that surpasses conventional norms in perception, decision-making, and execution, … Read more
Personal Opinion: The commercial hype around intelligent agents is currently rampant, but there are very few “killer applications” that have landed successfully. I believe the main reason is that the application direction of intelligent agents has gone astray. Large language models are probabilistic models, and applying a single intelligent agent in a scenario with high … Read more
“If models can be trained, can intelligent agents be trained too?” The answer is, yes! Crew.ai provides training methods for intelligent agents. Through training, the decision-making and problem-solving capabilities of the agents can be enhanced. The core training method is autonomous learning and iterative training, this method emphasizes the agent’s continuous learning and optimization of … Read more
(Source: MIT Technology Review) AI agents are currently a hot topic in the tech field. From Google DeepMind and OpenAI to Anthropic, major companies are competing to give LLMs the ability to autonomously complete tasks. These systems are referred to as Agentic AI and have become a new focal point of discussion in Silicon Valley. … Read more
From “Deep Blue” to AlphaGo, and now to ChatGPT, the artificial intelligence industry has experienced ups and downs for decades. ChatGPT has sparked heated discussions in the internet and global markets, accompanied by major signals from domestic and international internet giants such as Google, Meta, and Baidu, increasing public curiosity and expectations for “AI.” What … Read more