Source: Deephub Imba This article is about 4000 words long, and it is recommended to read in 6 minutes. In this article, we will explain the basic concepts of LoRA itself and then introduce some variants that improve the functionality of LoRA in different ways. LoRA can be said to be a major breakthrough for … Read more
Today, I want to talk about LoRa. In the past six months, I have repeatedly mentioned “Internet of Things“. When discussing the Internet of Things, the term I have used the most is “NB-IoT“. [Reference Reading] Previous articles about NB-IoT: I’ve heard that this NB thing is going to take over… What can NB-IoT actually … Read more
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
↑ ClickBlue Text Follow the Extreme City Platform Author丨Genius Programmer Zhou Yifan Source丨Genius Programmer Zhou Yifan Editor丨Extreme City Platform Extreme City Guide LoRA is a common technology in today’s deep learning field. For SD, LoRA can edit a single image, adjust the overall style, or achieve more powerful functions by modifying the training objectives. The … Read more
Excerpt from lightning.ai Author: Sebastian Raschka Compiled by Machine Heart Editor: Chen Ping The author states: Among various effective LLM fine-tuning methods, LoRA remains his top choice. LoRA (Low-Rank Adaptation) is a popular technique for fine-tuning LLMs (Large Language Models) that was first proposed by researchers from Microsoft in the paper “LORA: LOW-RANK ADAPTATION OF … Read more
The Internet of Things (IoT) revolution is in full swing, with various LPWAN technologies emerging rapidly, each vying to seize market share. LoRa, as one of the earliest commercialized LPWAN technologies, has been deployed in 95 countries globally, with over 500 alliance members. In China, Alibaba has announced its comprehensive promotion of LoRa coverage and … Read more
Produced by Big Data Digest Source: IEEE Compiled by: xt Nowadays, if you want to send data wirelessly, you have many options: Wi-Fi, Bluetooth, Zigbee, and cellular connections are some common choices. However, a relatively new protocol is gradually becoming popular: LoRa-based communication provides low-power, low-bandwidth communication over medium distances (2 kilometers to 15 kilometers)—its … Read more
When we talk about “LoRa”, we are not referring to the beautiful “Lara” from Tomb Raider… LoRaWAN is a low-power wide-area network specification launched by the LoRa Alliance. This technology can provide a regional, national, or global network for battery-powered wireless devices. LoRaWAN targets some core needs in the Internet of Things (IoT), such as … Read more
©PaperWeekly Original · Author | Su Jianlin Unit | Dark Side of the Moon Research Direction | NLP, Neural Networks LoRA (Low-Rank Adaptation) is one of the parameter-efficient fine-tuning methods for current LLMs. Previously, we briefly discussed it in “LoRA from a Gradient Perspective: Introduction, Analysis, Speculation, and Promotion”. In this article, we will learn … Read more
▲ Click the above Leifeng Network to follow Proactive security, extensive enterprise deployment, LoRa’s five major advantages make it a globally applicable IoT technology. This article is reprinted from | Network Optimization Mercenary The IoT revolution is in full swing, with various LPWAN technologies emerging rapidly, all eager to seize a foothold. LoRa, as one … Read more