Exploration Robotics

LoRa-Based Termite Online Monitoring System

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LoRa-Based Termite Online Monitoring System

LoRa-Based Termite Online Monitoring System School: Qingdao Innovation School, Shandong Province Author: Sun Binhang Termites are highly destructive social insects that primarily feed on wood fibers, damaging buildings, destroying reservoir embankments, and eroding forest resources. Traditional termite control methods involve burying bait wood in suspected areas and manually excavating for inspection at scheduled intervals. When … Read more

Fine-tuning CPU Lora ChatGLM2-6B

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Fine-tuning CPU Lora ChatGLM2-6B

The open-source dataset found contains less than 50,000 Q&A pairs, and it is recommended to have over 200G of memory. My local setup with 60G of memory cannot run it. The lora uses Hugging Face’s peft: https://github.com/huggingface/peft Two versions of the training part were written: One references the peft example: https://github.com/huggingface/peft/tree/main/examples. With 60G memory and … Read more

Understanding GPU Memory Usage in Large Models (Single GPU)

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Understanding GPU Memory Usage in Large Models (Single GPU)

MLNLP community is a well-known machine learning and natural language processing community, with an audience covering NLP master’s and doctoral students, university professors, and corporate researchers. The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Reprinted from … Read more

Smart Cities and IoT – Wireless Transmission Technologies

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Smart Cities and IoT – Wireless Transmission Technologies

With the rapid development of domestic wireless communication and IoT sensing technologies, a large number of housing, hotels, commercial buildings, and office buildings have begun their intelligent upgrades, and people are slowly adapting to a more intelligent daily work and life. Not only in civilian applications, IoT technology is also gradually integrating into the industrial … Read more

Low Power Design of Universal Environmental Monitoring Node Based on LoRa Technology

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Low Power Design of Universal Environmental Monitoring Node Based on LoRa Technology

Title:Low Power Design of Universal Environmental Monitoring Node Based on LoRa Technology Authors:Xie Hui, Wang Shuhan, Chen Xiangquan, Guo Jingfu, Dong Yongjun Abstract In response to the issues of insufficient compatibility of environmental monitoring wireless sensor network nodes and limited battery capacity, this paper designs a low-power monitoring node compatible with multiple sensors based on … Read more

Integrating MoE into LoRA: The Birth of a Paper

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Integrating MoE into LoRA: The Birth of a Paper

Source: PaperWeekly This article is about 2800 words long and is recommended to be read in 6 minutes. This article mainly introduces how a paper is born. Nothing will work unless you do. ——Maya Angelou This article mainly introduces how a paper is born. The basic information of the article is as follows: Paper Title: … Read more

Full-Scale Fine-Tuning Is Harmful!

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Full-Scale Fine-Tuning Is Harmful!

MLNLP community is a well-known machine learning and natural language processing community, covering domestic and international NLP master’s and doctoral students, university teachers, and corporate researchers. The Vision of the Community is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning at home and abroad, especially … Read more

Research Report on 30 Domestic Wireless Connection Chip Manufacturers

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Research Report on 30 Domestic Wireless Connection Chip Manufacturers

Author: Gu Zhengshu EET Electronic Engineering Magazine Original Emerging markets such as wearable devices, smart homes, and industrial IoT are driving the development and popularity of wireless connection technologies, while also raising higher requirements for the reliability and security of wireless connection chips, modules, and terminal devices. This report selects four relatively common wireless connection … Read more

Integrating MoE into LoRA: The Birth of an Article

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Integrating MoE into LoRA: The Birth of an Article

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering audiences including NLP graduate students, university teachers, and industry researchers. The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Source … Read more

AI Painter Training Camp | Enhanced SDXL Model for Richer Images and Finer Details

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AI Painter Training Camp | Enhanced SDXL Model for Richer Images and Finer Details

The current SD has been upgraded to version 1.5, and there is a very popular LoRA that ranks first in downloads on C station, which is the add Details (enhance details) model. For a long time, there was a lack of a similar LoRA to improve image quality. Although the SDXL model is delicate and … Read more