Implementing LLM from Bigram Model with 200 Lines of Python Code

Implementing LLM from Bigram Model with 200 Lines of Python Code

Introduction The previous article “Implementing LLM from Scratch with 200 Lines of Python” created a “poetry generator” starting from a “probabilistic” implementation, ultimately using PyTorch to realize a classic Bigram model. In the Bigram model, each character is only related to the previous character. Despite this, our <span>babygpt_v1.py</span> also outputs sentences like “Gradually realizing the … Read more

Integrating Intelligence: How Smart Connected Vehicles Help Alleviate Traffic Congestion on Highways

Integrating Intelligence: How Smart Connected Vehicles Help Alleviate Traffic Congestion on Highways

V2X technology, as an important component of intelligent transportation systems, is gradually coming into the public eye. V2X technology can effectively alleviate traffic pressure and improve road efficiency through methods such as optimizing signal control, guiding vehicle speed, and providing intelligent navigation. Vehicle-to-Everything (V2X) technology, as an emerging intelligent transportation solution, provides new ideas and … Read more

Embedded AI Biweekly Newsletter – Issue 14

Embedded AI Biweekly Newsletter - Issue 14

Click at the end of the article to read the original text and jump to our biweekly newsletter homepage, where you can read the version with item hyperlinks. Industry News AAAI 2018 | Alibaba Proposes Extremely Low-Bit Neural Networks for Deep Model Compression and Acceleration | Machine Heart Review: The internationally renowned artificial intelligence academic … Read more

The Internet of Things Makes Water Quality Monitoring Smarter

The Internet of Things Makes Water Quality Monitoring Smarter

Internet of Things and Water Quality Monitoring Introduction Clean and safe water is the foundation of human health and environmental sustainability, but pollution caused by urbanization, industrialization, and climate change poses significant risks. Traditional water quality monitoring relies on manual sampling and laboratory analysis, which is costly, time-consuming, and lacks real-time insights. This article introduces … Read more

Edge AI: A New Benchmark for IoT Implementation

Edge AI: A New Benchmark for IoT Implementation

Author: e络盟 Technical Team The integration of AI and IoT systems is transforming the way data is processed, analyzed, and utilized. For many years, various AI solutions have been based on cloud deployment, but the rise of edge AI now offers promising solutions for enhancing operational efficiency, improving security, and increasing operational reliability. This article … Read more

AI Classroom | Issue 10: Robotics

In this issue, let’s learn about robotics. In the current wave of technological advancement, artificial intelligence is subtly permeating every aspect of life, and the field of robotics is innovating and iterating at an unprecedented speed. From the thoughtful services of smart assistants in homes to efficient production in automated factories; from precise medical treatments … Read more

Arm Virtual Hardware Officially Launched in China: A Disruptive Change for IoT Product Development?

Arm Virtual Hardware Officially Launched in China: A Disruptive Change for IoT Product Development?

Author: Ada IoT Think Tank Organized and Published Introduction Recently, Arm announced the expansion of its Total Solutions for IoT product roadmap and released two new solutions based on Arm® Cortex®-M and Cortex-A processors.In the past, people may have had a fixed impression of Arm based on its achievements in hardware and IP. However, last … Read more

Applications of C Language in Machine Learning: Algorithm Implementation and Optimization

Applications of C Language in Machine Learning: Algorithm Implementation and Optimization

Applications of C Language in Machine Learning: Algorithm Implementation and Optimization Introduction The C language is an efficient programming language widely used in system programming and embedded development. Although higher-level languages like Python are more popular in the field of machine learning, C language remains a good choice in certain cases due to its performance … Read more

The Explosion of Generative AI Programming: Opportunities, Challenges, and Future Potential in Software Development

The Explosion of Generative AI Programming: Opportunities, Challenges, and Future Potential in Software Development

Software, as the cornerstone of the digital age, has always been a combination of intellectual and labor-intensive processes. With the rapid development of artificial intelligence, particularly in machine learning and natural language processing (NLP) technologies, the traditional model of software development is ushering in an unprecedented wave of intelligence. AI is increasingly becoming the core … Read more

Pillow-SIMD: The Supercharged Version of Image Processing!

Pillow-SIMD: The Supercharged Version of Image Processing!

▼ Click the card below to follow me ▲ Click the card above to follow me When it comes to Python image processing, do you often feel like it’s lagging? Especially when processing a large number of images, the slow speed can make you want to smash your keyboard. Today, I want to introduce you … Read more