Accelerating DeepSeek on RISC-V Platform with XTheadVector: Unlimited Potential of RISC-V + AI

Accelerating DeepSeek on RISC-V Platform with XTheadVector: Unlimited Potential of RISC-V + AI

This Friday, during an offline exchange event organized by the Software Research Institute of the Chinese Academy of Sciences [1], partners from the PLCT laboratory testing team demonstrated how to run the DeepSeek R1 Distill model on the Milk-V Pioneer Box equipped with the SG2042 processor using the toolchain integrated with RuyiSDK, successfully accelerating it … Read more

Samsung Exynos 9810 Details Revealed: 10nm Self-Developed Octa-Core, 18-Core Mali-G72 GPU

Samsung Exynos 9810 Details Revealed: 10nm Self-Developed Octa-Core, 18-Core Mali-G72 GPU

In the mobile processor industry, Apple’s A-series is an unbeatable presence, while Qualcomm’s Snapdragon once reigned supreme in the Android camp. However, Samsung’s Exynos and Huawei’s Kirin are also rising rapidly, making the competition fierce. Following the release of the Snapdragon 845, Samsung quickly launched the new generation Exynos 9810, which will debut alongside the … Read more

Unlocking the Quality Code of AI Circuit Boards

Unlocking the Quality Code of AI Circuit Boards

From WeChat Official Account: Zeiss Industrial Quality Solutions In the rapidly evolving era of artificial intelligence (AI) technology, its powerful development momentum places higher demands on the quality of PCB (Printed Circuit Boards). As a key component of AI server hardware architecture, the performance and reliability of PCBs directly affect the operational efficiency of AI … Read more

Optimizing Hardware-Software Collaboration: Arm Technology’s New Generation ‘Zhouyi’ NPU for Efficient Deployment of DeepSeek-R1

Optimizing Hardware-Software Collaboration: Arm Technology's New Generation 'Zhouyi' NPU for Efficient Deployment of DeepSeek-R1

Recently, the hardware platform equipped with Arm Technology’s latest generation ‘Zhouyi’ NPU processor successfully ran the DeepSeek-R1 series models, delivering outstanding performance and excellent cost-effectiveness, providing users with a more efficient and convenient AI application experience. This innovative NPU processor adopts an architecture design optimized for large model characteristics, and its beta version has been … Read more

Beijing Junzheng: NPU Powers Customized Storage

Beijing Junzheng: NPU Powers Customized Storage

This article is from the report published by China Postal Securities Research Institute on February 28, 2025.To learn more, please read the original report, Wu Wenji S1340523050004. Contact: Wu Wenji 17317832027 CUBE Drives Transformation in Edge AI Computing.The innovative CUBE (Customized Ultra Bandwidth Element) technology developed by Winbond Electronics, as a customized high-bandwidth storage chip … Read more

Accelerating DeepSeek Inference with NPU

Accelerating DeepSeek Inference with NPU

Today, from university professors to middle and primary school students, from technology workers to ordinary citizens, DeepSeek has become an indispensable intelligent assistant, empowering various industries and driving society towards a new intelligent era. Its emergence is not only a technological innovation but also a profound social transformation. However, when we use the online version … Read more

Differences Between LoRA and Full Fine-Tuning Explained

Differences Between LoRA and Full Fine-Tuning Explained

Source: Machine Heart This article is approximately 2500 words long and suggests a reading time of 5 minutes. The aim of this article is to understand the differences between two methods of fine-tuning large language models: full fine-tuning and low-rank adaptation (LoRA). This article aims to understand the differences between two methods of fine-tuning large … Read more

Introduction to Smart Hospital Construction Modules: Version 1.0 and 2.0

HC3i Introduction: With the continuous development of medical technology and the deepening of information construction, hospitals need to continuously upgrade and improve the construction of smart hospitals to meet higher medical needs and patient expectations. The construction of Smart Hospital Version 1.0 is an important milestone in the informatization of hospitals. At this stage, hospitals … Read more

NeurlPS 2022 | Classification of NLP Related Papers

MLNLP community is a well-known machine learning and natural language processing community in China and abroad, covering NLP master’s and doctoral students, university teachers, and industry researchers. The vision of the community is to promote communication and progress between the academic and industrial fields of natural language processing and machine learning, especially for beginners. Reprinted … Read more

Multi-Task Semantic Communication Coding Framework Based on Multiple Access

Multi-Task Semantic Communication Coding Framework Based on Multiple Access

Table of Contents | 2024 Issue 2 Special Topic: Semantic Communication Semantic Communication Based on Large Language Models: Current Status, Challenges, and Prospects Image Semantic Communication System Based on Federated Learning Semantic Communication System Integrating Knowledge Graphs Semantic Communication Based on Internal Entity Information Enhancement Knowledge Communication Aimed at Collaborative Evolution of Knowledge Bases Research … Read more