Large Models

ICLR 2025 | Tsinghua and Ant Group Propose a New Paradigm for Large Model Inference! Introducing Code-Form Planning into the Inference Process

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ICLR 2025 | Tsinghua and Ant Group Propose a New Paradigm for Large Model Inference! Introducing Code-Form Planning into the Inference Process

© Author | Wen Jiaxin Affiliation | Master’s Student at Tsinghua UniversityWhat form should large models take for inference? Is natural language the best way to represent the reasoning path?In September 2024, OpenAI sounded the horn for a reasoning revolution with the o1 model, refreshing cognitive boundaries with astonishing chain lengths of thought. In this … Read more

LoRA Empowerment: Addressing the Data Scarcity of Large Model Open Platforms

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Based on LoRA technology, open large model platforms are becoming increasingly popular. This model significantly lowers the barriers for users to train models; by simply uploading a few dozen images, a small model can be trained. Moreover, this allows the platform to enable a continuous stream of users to become “data cows,” which is particularly … Read more

AI Agents Pioneer CAMEL: The First Large Model Multi-Agent Framework

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AI Agents Pioneer CAMEL: The First Large Model Multi-Agent Framework

MLNLP community is a well-known machine learning and natural language processing community at home and abroad, covering domestic and foreign NLP master’s and doctoral students, university teachers, and enterprise researchers. The vision of the community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at … Read more

Introduction to AI Agents

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Click the “Blue WeChat Name” under the title to quickly follow This article from the technical community, “AI Agents: An Exploration and Introduction from Concept to Practice,” explains some discussions about AI Agents in large models, from which we can understand some basic knowledge about AI Agents. Related historical articles on large models include: “Top-Level … Read more

AI Agents Leading a New Paradigm in Intelligent Security Services

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AI Agents Leading a New Paradigm in Intelligent Security Services

In 2022, the release of ChatGPT led to breakthroughs in the application of large models; in 2023, the “Battle of Hundreds of Models” marked the beginning of the AIGC era. As one of the scenarios for the implementation of large models, the security industry has rapidly developed vertical large models. Meanwhile, the capabilities of security … Read more

AI-Driven Biomechanical Robots Accelerate Evolution

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AI-Driven Biomechanical Robots Accelerate Evolution

Application Roadshow for Intelligent Bionic Robots Based on Large Models The Top Three Are Born! Global International Logistics Our services cover all corners of the globe. Whenever and wherever you need it, we can provide timely and efficient courier services. Our services are not only fast and accurate but also focus more on customer experience, … Read more

Building Next-Generation AI Agents to Empower Employees

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Building Next-Generation AI Agents to Empower Employees

On January 9, AI Analysis successfully held the 2024 AI Analysis · AI and Large Model Summit Forum, inviting experts, scholars, corporate representatives, large model vendors, and practical experts from various fields to share cutting-edge technological advancements and leading enterprise application scenarios and practical experiences. Today, we present an introduction and interpretation of AI Agent … Read more

Implementing Intelligent Data Analysis with AI Agents

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Implementing Intelligent Data Analysis with AI Agents

After the boom of large models, many enterprises have explored and practiced related applications using these models. We found that large models perform better when solving isolated problems. However, they also raise safety and hallucination issues. Today, we will analyze the pain points of traditional data analysis, the construction methods of intelligent analysis using large … Read more

In-Depth Exploration: No AI Agent, No SaaS!

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In-Depth Exploration: No AI Agent, No SaaS!

Click “Chief Information Officer”, thank you for following us! Introduction Last year, I had the privilege of experiencing the grand gathering of global SaaS practitioners – the Dreamforce 2023 conference. With over 1100 speeches, almost every one was related to AI. All the guests spoke eloquently about their applications, sharing how to reconstruct SaaS with … Read more

How Enterprise-Level AI Agents Are Implemented in the Automotive Industry

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How Enterprise-Level AI Agents Are Implemented in the Automotive Industry

Machine Heart reports Author: Dan Jiang In the past year, the advancements in large model technology have been rapid, continually raising the upper limits of model capabilities. However, from the perspective of industrial transformation, the implementation of large models may just be in its initial stages. How to harness the vast potential of large models … Read more