Machine Heart Column Machine Heart Editorial Team As the parameter size of large models continues to grow, the cost of fine-tuning the entire model has gradually become unacceptable. To address this, a research team from Peking University proposed a parameter-efficient fine-tuning method called PiSSA, which outperforms the widely used LoRA in fine-tuning effectiveness on mainstream … Read more
No matter how prosperous the virtual world is, real things have an irresistible charm, and AI painting is no exception. Today, let’s talk about how to use ChilloutMix and Lora to create particularly “realistic” characters, pursuing realism in the virtual world, which is actually the core goal of our series. What is ChilloutMix? Essentially, it … Read more
Recently, I was fortunate to have a friend help me connect with a renowned electronic product OEM giant in Shenzhen to discuss our solutions. The discussion was with the head of a subsidiary of this company, which handles its global supply chain logistics and also provides B2B logistics services to other factories. Industry insiders may … Read more
Machine Heart reports Editor: Danjiang Generally, the deployment of large language models adopts a “pre-training – then fine-tuning” approach. However, when fine-tuning the base model for numerous tasks (such as personalized assistants), the training and service costs can become extremely high. Low-Rank Adaptation (LoRA) is a parameter-efficient fine-tuning method, typically used to adapt the base … Read more
Selected from Raphael G’s blog Translated by Machine Heart Author: Raphael G Editor: Big Chicken Using LoRA to build faster AI models. AI models are becoming increasingly powerful and complex, and their speed has become one of the standards for measuring advancement. If AI is a luxury sports car, then the LoRA fine-tuning technology is … Read more
The NVIDIA Jetson platform provides extensive access to edge AI and robotics application development through the world’s most comprehensive AI software stack and ecosystem. It integrates scalable platform software, modern AI stacks, flexible microservices and APIs, ROS packages, and AI workflows tailored for specific applications. In this talk, you will learn the skills to accelerate … Read more
In industrial communication scenarios, both LoRa and ZigBee wireless communication technologies are widely used. However, during the application process, we often find ourselves confused about the calculation of their communication time. Today, let’s understand how their communication time is calculated together. Product Prototype GxCOM-NET is an intelligent LoRa | ZigBee data communication box independently developed … Read more
Image Source: Beckhoff Automation Author | James Figy By deploying EtherCAT, robotics, and AI technology, the production capacity of a sterile sampling bag factory has increased by 15% to 35% through the redesign of production machines for quality control. Focusing on quality standards and flexibility in production is crucial for the sterile sampling industry. After … Read more
Click Below“International Electronics Business“Follow Our Official Account Traditionally, the joints of robotic arms require a control chip. By using ST’s integrated drive and control solution, the driving chip and MCU solutions can all be placed on one board, achieving miniaturization and lightweight design for robotic arm joints. On November 10, the 2022 International Integrated Circuit … Read more
↑ Click on the above “Smart Manufacturing Home” Follow us Introduction Previously, we introduced various IoT platforms: Predix, Mindsphere, Thingworx….. A comprehensive overview of IoT PaaS platforms We also discussed the architecture, key technologies, and applications of industrial IoT: Architecture, Key Technologies, and Applications of Industrial IoT Today, let’s talk about wireless communication technologies: The … Read more