Category: Blog

DeepSeek Edge AI: How DeepSeek Runs on Edge AI Devices and AI Hardware?

Discover how DeepSeek Edge AI models (V3 & R1) can efficiently run on edge devices and AI hardware. This article explores quantization techniques (INT8/FP16), model distillation, hardware acceleration (RK3588, Jetson, Coral TPU), and cloud-edge AI collaboration for smart homes, automotive AI, industrial IoT, and intelligent security applications.

DeepSeek-R1: Relying on Algorithms Instead of Computing Power – Disrupting Large Model Landscape with MoE Architecture

DeepSeek’s models not only deliver outstanding performance but also cover a variety of scenarios ranging from high-performance inference to edge computing. Whether it’s the DeepSeek-R1 (DeepThink-R1) tailored for complex problems or the lightweight DeepSeek-V2-Lite, DeepSeek demonstrates a dual pursuit of innovation and practicality.

DeviceScript: Using TypeScript in IoT Device – Microsoft’s Modern Development Approach

DeviceScript is an open-source tool by Microsoft that brings a modern TypeScript development experience to resource-constrained microcontroller devices. It supports multiple hardware platforms, fast debugging, and efficient deployment, making it an ideal choice for IoT development.

FUXA: A Web-Based Configuration Tool for SCADA/HMI Process Visualization in Industrial Automation

FUXA is an open-source, web-based SCADA/HMI tool that supports various industrial protocols such as Modbus, MQTT, and OPC-UA, offering flexible real-time monitoring and data visualization solutions for industrial equipment.