Reinforcement Learning

Illustrated Efficient Neural Architecture Search (ENAS)

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Illustrated Efficient Neural Architecture Search (ENAS)

Click on the above “Beginner’s Guide to Vision” to select and add Star or Pin. Important content delivered in real-time This article is translated from: [Illustrated: Efficient Neural Architecture Search] https://towardsdatascience.com/illustrated-efficient-neural-architecture-search-5f7387f9fb6 (Requires VPN) Introduction Designing neural network architectures for different tasks, such as image classification and natural language understanding, usually requires extensive structural engineering and … Read more

The Key to Human-AI Collaboration: Combining Different AI Algorithms

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The Key to Human-AI Collaboration: Combining Different AI Algorithms

The collaborative relationship between humans and artificial intelligence (AI) has been increasingly gaining attention, especially in complex tasks and dynamic environments. The rapid development of AI technology has led to its continuous expansion in various fields. The unique advantages of humans in decision-making, creativity, and emotional understanding, combined with AI’s powerful capabilities in data processing … Read more

Key Technological Advances in AI and Its Wide Applications

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Key Technological Advances in AI and Its Wide Applications

When discussing the key technological advances and wide applications of artificial intelligence (AI) in this cutting-edge field, we must delve into the scientific principles, technological innovations, and how these technologies profoundly change our lives and production methods. AI, as one of the most disruptive technologies of the 21st century, is developing at an unprecedented speed, … Read more

Top 10 AI Technologies Shaping the Future of Innovation

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Top 10 AI Technologies Shaping the Future of Innovation

Source: Qianjia Network Author: UCPCO Artificial Intelligence (AI) is not just a buzzword; it is a transformative force that is rapidly reshaping the way we live and work. As we stand at the pinnacle of a new era, AI technologies are poised for the future, unleashing unprecedented possibilities across various fields. From healthcare to finance, … Read more

What Unique Techniques Did OpenAI Use in the o1 Model?

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What Unique Techniques Did OpenAI Use in the o1 Model?

Book Giveaway at the End Part.1 OpenAI o1: The AI Model Beyond Human PhDs Recently, OpenAI made a significant announcement, launching the new large model o1, which once again shocked the industry. The o1 model has demonstrated exceptional capabilities in a series of challenging benchmark tests, with reasoning abilities that can even surpass human experts … Read more

Reviewing Hot Terms in the LLM Field: Which Ones Do You Not Know?

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Reviewing Hot Terms in the LLM Field: Which Ones Do You Not Know?

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The Vision of the Community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Reprinted … Read more

ChatGPT Development History, Principles, Technical Architecture, and Future

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ChatGPT Development History, Principles, Technical Architecture, and Future

Source: Chen Wei Talks on Chips, This article will introduce the characteristics, functions, technical architecture, limitations, industrial applications, investment opportunities, and future of ChatGPT. Author: Dr. Chen Wei, the author previously served as the chief scientist of a Huawei-affiliated natural language processing (NLP) company. Integrated storage/computing/GPU architecture and AI expert, senior title. Expert in the … Read more

How to Build an Intelligent Agent

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How to Build an Intelligent Agent

Building an intelligent agent typically involves several steps, from problem definition, model selection, training, to deployment. This process applies to various types of agents, including those used in reinforcement learning, planning, and robotic control. Here are the general steps for building an agent: 1. Define the Problem and Task Before constructing an agent, it is … Read more

Exploring the Technical Principles of OpenAI O1

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Exploring the Technical Principles of OpenAI O1

Introduction Three months ago, OpenAI launched its latest work – OpenAI O1, which quickly became a hot topic in the AI community. The biggest highlight of OpenAI O1 is its ability to reason like humans, meaning it can not only simply match known data patterns when dealing with complex problems, but also execute a process … Read more

Running Deekseek-R1 Distillation Model with Llama Edge

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Running Deekseek-R1 Distillation Model with Llama Edge

DeepSeek-R1 uses reinforcement learning to significantly enhance the model’s inference capabilities. In tasks such as mathematics, coding, and natural language reasoning, its performance rivals that of OpenAI’s official version o1.The small model distilled from DeepSeek-R1 effectively inherits the reasoning patterns learned by the large model.This article primarily tests DeepSeek-R1-Distill-Llama-8B-GGUF using Llama Edge. Welcome to experiment … Read more