LoRA-PAR Partitioned Training Achieves Half Parameter Usage and SOTA Performance Improvement!

LoRA-PAR Partitioned Training Achieves Half Parameter Usage and SOTA Performance Improvement!

Click the card below to follow「AI Vision Engine」public account ( Please add a note: direction + school/company + nickname/name ) Large-scale generative models like DeepSeekR1 and OpenAI-O1 benefit greatly from Chain of Thought (CoT) reasoning; however, improving their performance often requires massive datasets, large model sizes, and full parameter fine-tuning. While Parameter-Efficient Fine-Tuning (PEFT) helps … Read more

Artificial Intelligence + Psychology: How AI Agents Assess Individual Leadership

Artificial Intelligence + Psychology: How AI Agents Assess Individual Leadership

「01」Introduction This is a paper from the National Bureau of Economic Research, published in April 2025, titled “Measuring Human Leadership Skills with AI Agents.” The Harvard University team proposed using AI Agents to simulate team collaboration, allowing for low-cost and standardized assessments of individual leadership. The researchers conducted a pre-registered experiment to test whether AI … Read more

GigaDevice’s AI MCU: GD32H7 Series 600MHz + Large Storage, Wireless MCU Supports AI Large Language Models

GigaDevice's AI MCU: GD32H7 Series 600MHz + Large Storage, Wireless MCU Supports AI Large Language Models

Reported by Electronic Enthusiasts (Author: Li Wanwan)Recently, GigaDevice discussed the company’s AI MCU plans. The company stated that regarding AI MCUs, there are three levels:1. MCUs tailored for AI scenarios. These MCUs are primarily used in humanoid robots, robotic dogs, and other products related to embodied intelligence, responsible for joint control, sensor control, and more. … Read more

How to Implement Large Model Projects on Raspberry Pi 5 in 5 Steps!

How to Implement Large Model Projects on Raspberry Pi 5 in 5 Steps!

The following article is from DigiKey Electronics Technical Platform, authored by DigiKeyKeywords:Development Board Article Overview In this article, DigiKey introduces the method and process of deploying large models on the Raspberry Pi 5 to create a real-time translator. The project utilizes the voice recognition capabilities of the Raspberry Pi 5 to convert speech into text, … Read more

Signal Processing Simulation and Applications with Python | Large Language Models and Programming

Signal Processing Simulation and Applications with Python | Large Language Models and Programming

By selecting several cases from the previous text and utilizing ChatGPT for programming assistance, we can enhance user interaction experience and improve work efficiency, showcasing the potential of GPT in the field of signal processing simulation and applications. 01 Implementing Python Programming with Large Language Models Large language models can not only perform conventional natural … Read more

Understanding the AI Agent Industry Chain in One Day: A Comprehensive Overview

Understanding the AI Agent Industry Chain in One Day: A Comprehensive Overview

01AI Agent Industry Chain OverviewSource:Laimi Data, Northeast Securities02Introduction to the AI Agent Industry2.1 Introduction to the AI Agent Industry:AI Agent = Large Language Model (LLM) + Memory + Active Planning + Tool Use.1) Large Model: In LLM-based agents, the LLM acts as the brain of the agent. 2) Active Planning:Can decompose large tasks into subtasks … Read more

Discussing the AI Trend Indicator of 2025: AI Agents

Discussing the AI Trend Indicator of 2025: AI Agents

Have you ever fantasized about having an intelligent assistant like “Jarvis” from “Iron Man”? You just need to speak, and it can help you manage emails, book flights, analyze data, and even complete more complex tasks. This scene, once belonging to science fiction, is rapidly becoming a reality with the rise of a technology called … Read more

Mastering AI Chatbots: A Guide by Wang Dongnan

Mastering AI Chatbots: A Guide by Wang Dongnan

Do You Really Know How to Use AI Chatbots? Since the advent of ChatGPT Generative AI chatbots have swept across all fields We marvel at their vast knowledge and meticulous logic But sometimes we find ourselves perplexed “Why didn’t it address the point I asked?” “Why is its answer so simple and cold?” “I don’t … Read more

A Comprehensive Overview of Progress and Challenges in LLM Multi-Agents

A Comprehensive Overview of Progress and Challenges in LLM Multi-Agents

We share the latest paper from the National University of Singapore: Large Language Model based Multi-Agents: A Survey of Progress and Challenges, with a link to the paper at the end. Large Language Models (LLMs) have achieved significant success across a wide range of tasks. Due to the impressive planning and reasoning capabilities of LLMs, … Read more

Understanding AI Agents: A Comprehensive Guide

Understanding AI Agents: A Comprehensive Guide

By 2025, AI agents capable of “thinking and acting” will have quietly taken their positions. Authoritative media reports indicate that AI agents will be at the forefront of the top ten strategic technology trends in 2025, with numerous domestic and international companies making strides in this field. So, what exactly is an AI agent? What … Read more