Machine Heart reports Editor: Panda Low-Rank Adaptation (LoRA) is a commonly used fine-tuning technique that allows foundational LLMs to efficiently adapt to specific tasks. Recently, researchers from Singapore’s Sea AI Lab, Washington University in St. Louis, and the Allen Institute for AI proposed a new learning method called LoraHub, which enables LLMs to adapt to … Read more
EETOP focuses on chips and microelectronics, click the blue text above to follow us. Source:wikichip Celerity is an open-source multi-core RISC-V tiered accelerator chip created through the collaborative efforts of several universities. This project is part of DARPA’s Circuit Realization At Faster Timescales (CRAFT) program, which aims to reduce the design cycle of custom integrated … Read more
When it comes to FPGAs, many people might first think of major FPGA manufacturers like Xilinx and Altera (which has been acquired by Intel). However, there are also other very distinctive FPGA manufacturers, such as Achronix, which specializes in hardware acceleration devices based on FPGAs and high-performance embedded FPGA (eFPGA) semiconductor intellectual property (IP). Thanks … Read more
In a previous article, we mentioned that the semiconductor chips in the industry are typically divided into digital chips and analog chips. Among them, the market size of digital chips accounts for a large proportion, reaching about 70%. Digital chips can be further subdivided into logic chips, memory chips, and microcontrollers (MCUs). We will introduce … Read more
We proposed in our April 2023 report titled “When the AI Wind Rises Again, Can Nvidia Continue to Dominate the AI Chip Market?” that the competition in the AI chip market is becoming increasingly fierce, and Nvidia’s biggest competitor may be its largest customer. We believe that Nvidia aims to enter the ASIC dedicated chip … Read more
ASICs are proprietary application-specific integrated circuits designed and manufactured to meet specific user requirements and electronic systems. With their advantages of high performance and low power consumption, they are widely used in various fields including electronics, computer science, healthcare, automotive industry, and artificial intelligence. The global ASIC market is expected to grow to $24.7 billion … Read more
ASIC (Application Specific Integrated Circuit) chips are application-specific integrated circuits designed from the ground up to meet the specific needs of users for certain electronic systems. Their computational power and efficiency can be customized according to algorithm requirements, making them the product of fixed algorithm optimization design. ASIC chip modules can be widely used in … Read more
1. What Is an AI Agent? Agent is a term in artificial intelligence, and Agent refers to a software or hardware entity that can operate autonomously. It is usually translated as: agent. However, the Chinese scientific community has tended to translate it as: intelligent agent (proposed by Cai Zixing in 2002). Agent is an autonomous … Read more
Understanding AI Agent In today’s wave of digitalization, AI Agent has become a focal point of attention. So, what exactly is AI Agent? In simple terms, an AI Agent refers to an intelligent entity powered by a large language model (LLM), akin to an intelligent employee with independent thinking and action capabilities, able to understand … Read more
Recent major reports on trends for 2024 have all mentioned AI Agents. Accenture’s “Technology Outlook 2024” report indicates that 96% of executives believe that the application of AI Agent ecosystems will bring significant opportunities to their organizations in the next three years. The report suggests that as artificial intelligence evolves into agents, automation systems will … Read more