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Update 2/2023: LoRA is now supported by the State-of-the-art Parameter-Efficient Fine-Tuning (PEFT) library by Hugging Face. LoRA reduces the number of trainable parameters by learning pairs of rank-decompostion matrices while freezing the original weights.
LoRa (from "long range") is a physical proprietary radio communication technique. [1] It is based on spread spectrum modulation techniques derived from chirp spread spectrum (CSS) technology. [2] It was developed by Cycleo, a company of Grenoble, France, and patented in 2014. [3]
The LoRa Alliance’s unwavering commitment to advancing LPWAN technology has empowered us to deliver state-of-the-art, long-range, and low-power IoT solutions that are redefining industries and driving sustainability.
Jun 17, 2021 · We propose Low-Rank Adaptation, or LoRA, which freezes the pre-trained model weights and injects trainable rank decomposition matrices into each layer of the Transformer architecture, greatly reducing the number of trainable parameters for downstream tasks.
In this section, you’ll learn why LoRaWAN is so awesome, hear about some great LoRaWAN use cases, and learn the difference between LoRa and LoRaWAN. LoRa LoRa is a wireless modulation technique derived from Chirp Spread Spectrum (CSS) technology.
The purpose of this document is to give an introductory technical overview to LoRa® and LoRaWAN®. Low–Power, Wide-Area Networks (LPWAN) are projected to support a major portion of the billions of devices forecasted for the Internet of Things (IoT).
What Is LoRa®? LoRa (short for long range) is a spread spectrum modulation technique derived from chirp spread spectrum (CSS) technology. Semtech’s LoRa is a long range, low power wireless platform that has become the de facto wireless platform of Internet of Things (IoT).
The LoRa Alliance ® is an open, nonprofit association that has become one of the largest and fastest-growing alliances in the technology sector since its inception in 2015. Its members closely collaborate and share experiences to promote and drive the success of the LoRaWAN ® standard as the leading open global standard for secure, carrier ...
Welcome to the Resource Library! Find the latest LoRaWAN developments, useful resources and inspiration to get your LoRaWAN® project started.
This Stream includes information on how to get started with LoRaWAN.
