This article will introduce how to implement streaming output for model inference in the transformers module. The transformers module provides a built-in Streaming method for streaming output during model inference. Additionally, we can use model deployment frameworks such as vLLM and TGI to better support streaming output for model inference. Below, we will detail how … Read more
Digital reasoning is a relatively easy scoring section in public exams. Everyone needs to become familiar with it, practice more, and strengthen their skills to perform well in the exam. If you have questions, you can join the official group of Bichen Public Exam 224021354, where there are experts to answer your queries. Tip 1 … Read more
New Intelligence Compilation Source: bair.berkeley.edu Author: Jacob Andreas Translator: Liu Xiaoqin [New Intelligence Guide]This article is the first technical blog post published by the Berkeley Artificial Intelligence Research (BAIR) lab, detailing the role of Neural Module Networks (NMNs) in complex reasoning tasks and their advantages and challenges compared to other methods. Open the New Intelligence … Read more
New Intelligence Source Compilation Source: deepmind.com; arXiv.org Translator: Wenqiang 【New Intelligence Source Guide】DeepMind today published an official blog introducing their two latest papers, claiming that both have shown promising results in understanding the challenge of “relation reasoning”. One is the Visual Interaction Network (VIN), which can predict the positions of various objects in a visual … Read more
Classification and Skills 1. Examination Situation and Tasks of Judgment Reasoning Module In previous years, the judgment reasoning module in the civil service exams in Hebei Province has been composed of four parts: graphical reasoning, definition judgment, analogy reasoning, and logical judgment. The number of questions in these four parts varies slightly in civil service … Read more
New Intelligence Compilation Source: arxiv Editor: Xiao Qin 【New Intelligence Guide】Traditional memory architectures struggle with relational reasoning. This paper from DeepMind and University College London proposes the Relational Memory Core (RMC), which can perform relational reasoning within sequential information, achieving state-of-the-art performance on the WikiText-103, Project Gutenberg, and GigaWord datasets. Paper: https://arxiv.org/pdf/1806.01822v1.pdf Memory-based neural networks … Read more
Abstract Driven by modern technology, our exploration of the ocean is no longer limited to the surface. The deep sea, the last unknown domain on Earth, is gradually unveiling its mysteries. Underwater acoustic sensor networks, as an emerging technology, are transforming the way we acquire and analyze ocean data. They not only enable real-time monitoring … Read more
Click the blue text above to follow us! An Energy-Efficient Multi-Channel MAC Protocol for Linear Sensor Networks Tong Fei1,2,3, Sui Rucong1, Chen Yu1, Su Heng1, Liu Hengrui1, Su Shangfeng1, Yan Yuke1 1. Southeast University, School of Cyberspace Security, Nanjing, Jiangsu 211189; 2. Jiangsu Provincial Ubiquitous Network Security Engineering Research Center, Nanjing, Jiangsu 211189; 3. Network … Read more
Focus onEarth andHumanArtificial Intelligence,SetEarthAi Star Quality Control of Environmental Sensor Networks Using Graph Neural Networks DOI: https://doi.org/10.1175/AIES-D-24-0032.1 Research Background Environmental sensor networks play a crucial role in monitoring key parameters of the Earth system. Effective quality control (QC) measures are essential to ensure the reliability and accuracy of the collected data. Traditional QC methods struggle … Read more
Software Defined World On the turret of the ACV-30 amphibious combat vehicle, the Thales Catherine thermal imaging sensor can be seen, providing advanced threat detection and imaging capabilities for weapon stations and crew members. [Foreign Media, 2024.11]The threat environment for ground vehicle platforms has changed significantly. Mobile formations now face multi-faceted threats, including kinetic countermeasures, … Read more