Produced by Zhineng Zhixin At the 2025 Hot Chips conference, NVIDIA officially detailed its latest GB10 SoC architecture, which is a “miniaturized” application of the Blackwell architecture GPU. Through collaboration with MediaTek, it integrates 20 Arm v9.2 CPU cores with a high-performance GPU in a single 2.5D package, forming a compact version of Grace Blackwell. … Read more
In the rapidly evolving landscape of Large Language Models (LLMs), how to efficiently adapt models to specific tasks or domains has become a core concern for every AI developer and enterprise. Fine-tuning has emerged as a crucial method for enhancing model performance, leading to various technical paths in recent years. Among them, Full Fine-tuning and … Read more
Fire! Fire! Fire! Who hasn’t yet owned the “Orange Pi” that is currently all the rage among developers? What happens when the brand new “Orange Pi” meets versatile developers? Recently, the first phase of the “Orange Pi Free Experience Program” jointly launched by the ITPUB community, Orange Pi, and Ascend AI has successfully concluded. The … Read more
Some friends around me are very interested in Agent development, but they feel that the knowledge points in this field are both scattered and abstract. From ReAct to Multi-Agent collaboration, from Memory design to Tool invocation, each concept is important, but learning them individually can feel lacking in practical experience. Therefore, I decided to use … Read more
Course Content: Based onAllwinner V853 Chip and itsMPP (Media Processing Platform) multimedia processing framework, achieving an embedded system with core functions such asvideo capture, processing, encoding, network streaming (RTSP/RTP), AI, etc. Project Block Diagram:First Phase Embedded Video Processing (Camera -> Processing -> Encoding -> Streaming)1. Introduction and Environment Setup2.Fundamentals of Multimedia3. Core Development of Video … Read more
2. Copyright Compliance: The sources of training data are complex, and the generated content may “resemble” original code. If it becomes highly similar to a specific open-source project without adhering to the original licensing agreement, it could lead to infringement; For example: The GitHub platform widely used by the Linux community is filled with GPL … Read more
“ Nvidia launched a development board priced at only $99 at this year’s GTC – the Jetson Nano. This article will introduce how to get started with it, including the first boot, installing system packages, configuring the Python development environment, installing Keras and TensorFlow, modifying the default camera, and running classification and object detection tasks. … Read more
Introduction to Huawei Ascend Atlas 200I DK A2 Developer KitFeiteng FT-2000 Development Board: A Duet of Performance and SecurityXilinx EK-U1-ZCU104-G: A Development Board Choice with High Performance Processing Capability In today’s digital age, Artificial Intelligence (AI) has permeated every aspect of our lives, from smart homes to autonomous driving, from intelligent security to industrial automation, … Read more
In the previous article, we discussed the theory of fine-tuning. How do we implement it? First, let’s take a look at the effects of fine-tuning. The ultimate goal of fine-tuning is to enhance the model’s performance on specific tasks. We demonstrate the effects of fine-tuning by comparing the original model, the model with added system … Read more
Compiled by: Ling Min, Hezi Cola Since its debut on May 2, the Mojo programming language from Modular has generated significant interest among developers, with over 120,000 developers registering to use the Mojo Playground and 190,000 actively participating in discussions on Discord and GitHub. Jeremy Howard, co-founder of Fast.ai and data scientist, stated, “Mojo may … Read more