A Quick Guide to DeepSeek for Everyone! Save It Now

A Quick Guide to DeepSeek for Everyone! Save It Now

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

Combining RNN and Transformer: Redefining Language Models

Combining RNN and Transformer: Redefining Language Models

Long Ge’s Message: On the path to excellence, only through continuous exploration can we create the future. Paper TitleARWKV: Pretrain is not what we need, an RNN-Attention-Based Language Model Born from Transformer Publication DateJanuary 2025 AuthorsLin Yueyu, Li Zhiyuan, Peter Yue, Liu Xiao AffiliationUnknown Original Linkhttps://arxiv.org/pdf/2501.15570 Open Source Code Linkhttps://github.com/yynil/RWKVInside Demo Linkhttps://huggingface.co/RWKV-Red-Team/ARWKV-7B-Preview-0.1 Introduction In recent … Read more

The Technological Foundation Behind DeepSeek: A Large-Scale Language Model Architecture Based on Mixture of Experts

The Technological Foundation Behind DeepSeek: A Large-Scale Language Model Architecture Based on Mixture of Experts

Source: Deephub Imba This article is about 1400 words long and is recommended to be read in 5 minutes. This article will delve into the architectural design, theoretical basis, and experimental performance of DeepSeekMoE from a technical perspective, exploring its application value in scenarios with limited computational resources. DeepSeekMoE is an innovative large-scale language model … Read more

Understanding the Mechanism Behind ChatGPT

Understanding the Mechanism Behind ChatGPT

Since the release of ChatGPT, it has attracted countless people to explore its workings.But how does ChatGPT actually work?Although the internal implementation details have not been disclosed, we can glimpse its fundamental principles from recent research. ChatGPT is the latest language model released by OpenAI, showing significant improvements over its predecessor GPT-3. Like many large … Read more

Comprehensive Understanding of N-Gram Language Models

Comprehensive Understanding of N-Gram Language Models

Reprinted from the public account 【AI Meets Machine Learning】 1. Introduction to Language Models What is a language model? Simply put, a language model is a model used to calculate the probability of a sentence, which is to judge the probability of whether a sentence is reasonable. Speaking of its applications, how to enable computers … Read more

Learn English with DeepSeek: A Must-Have Guide for Families

Learn English with DeepSeek: A Must-Have Guide for Families

Author: Teacher Xiaoyuan About the Author: Public Elementary School Teacher in Silicon Valley, USA Master’s Degree in Bilingual Education from the USA Sharing experiences of American education Located in California, with 10 years of teaching experience 1 In 2025, the hottest topic must be Deep Seek! I believe many friends, while watching the Spring Festival … Read more

Using AI Language Models in Sixth Grade Math Classes

Using AI Language Models in Sixth Grade Math Classes

[Preface] A New Chapter for Language Models, Latest Technology in the Classroom. Wenxin Yiyan Stimulates Interest, Students Think More Deeply. 1. Background Previously, I used “Wenxin Yiyan” to teach a math class to second graders, and when I posted it on social media, it surprisingly sparked interest among many teachers. Notably, Chen Hongjie, the deputy … Read more

AI Empowering Education: Applications of Major AI Models

AI Empowering Education: Applications of Major AI Models

Highly Recommended: Smart Future: AI-Led Innovation Workshop for University Courses and Teaching With the rapid development of technology, artificial intelligence has gradually integrated into our daily lives, becoming an indispensable part. In the field of education, the empowering potential of AI is enormous. Currently, major AI models such as Wenxin Yiyan, iFlytek Spark, Tongyi Qianwen, … Read more

Speech Recognition Method Based on Multi-Task Loss with Additional Language Model

Speech Recognition Method Based on Multi-Task Loss with Additional Language Model

Click the blue text to follow us DOI:10.3969/j.issn.1671-7775.2023.05.010 Open Science (Resource Service) Identifier Code (OSID): Citation Format: Liu Yongli, Zhang Shaoyang, Wang Yuheng, et al. Speech Recognition Method Based on Multi-Task Loss with Additional Language Model[J]. Journal of Jiangsu University (Natural Science Edition), 2023, 44(5):564-569. Fund Project: Shaanxi Provincial Key Industry Innovation Chain (Group) Project … Read more

DeepSeek Application Guide in Education (With Practical Cases)

DeepSeek Application Guide in Education (With Practical Cases)

In the digital age, the rapid development of large language models is becoming a new driving force in the field of education and teaching. They not only assist teachers in preparing lessons but also enable personalized teaching, broaden students’ horizons, and provide intelligent assessment methods, bringing numerous innovative teaching possibilities to educators. Amidst the surging … Read more