Understanding GPU Memory Usage in Large Models (Single GPU)

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

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

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

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!

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

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

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

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

Overview of a Combustible Gas Monitoring System Based on LoRa Technology

Overview of a Combustible Gas Monitoring System Based on LoRa Technology

Haitao Zhang, Yaozhen Han (Shandong Jiaotong University, School of Information Science and Electrical Engineering, Shandong Jinan 250357) Abstract:This paper addresses the issues of short communication transmission distance and high power consumption in current combustible gas monitoring systems, and proposes a design scheme for a combustible gas monitoring system based on LoRa technology, providing the overall … Read more

Deploying Multiple LoRA Adapters on a Base Model with vLLM

Deploying Multiple LoRA Adapters on a Base Model with vLLM

Source: DeepHub IMBA This article is approximately 2400 words long and is recommended for a 5-minute read. In this article, we will see how to use vLLM with multiple LoRA adapters. We all know that using LoRA adapters can customize large language models (LLMs). The adapters must be loaded on top of the LLM, and … Read more