Large Models

This Thursday’s Special Topic – Edge AI: The New Frontier of AI Computing Power in Edge Computing

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This Thursday's Special Topic - Edge AI: The New Frontier of AI Computing Power in Edge Computing

Special Topic Summary, Lock in Every ThursdayPERSONAL WORK SUMMARYThisIssueSpecialTopicEdge AI With the development of the industry, companies increasingly require efficient, flexible, and scalable computing resources, leading to a gradual increase in the demand for low-latency and low-cost computing services across various scenarios.Edge computing can address issues such as long response times and high bandwidth costs … Read more

The Success of Running Qwen3 on Raspberry Pi 5: A Sci-Fi Movie Becomes Reality

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The Success of Running Qwen3 on Raspberry Pi 5: A Sci-Fi Movie Becomes Reality

Thank you for reading, I am Jiang Feng, focusing on AI tools, intelligent agents, and AI programming. I am a science fiction movie fan and have watched almost all sci-fi movies, often more than once. For example, movies like Ex Machina, Chappie, I, Robot, and The Matrix are all excellent films. These movies present a … Read more

Extracting Latest News from Dongfang Caifu for Analyzing Sector and Stock Opportunities Using Large Models

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Extracting Latest News from Dongfang Caifu for Analyzing Sector and Stock Opportunities Using Large Models

Previously, I wrote an article about extracting news from the news broadcast to analyze investment opportunities. During the May Day holiday, some students asked if there were other sources of the latest news. In fact, there are many information sources. Here, we take Dongfang Caifu as an example to demonstrate how to obtain the latest … Read more

Interdisciplinary Insights on Chip and System Design in the Era of Large Models

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Interdisciplinary Insights on Chip and System Design in the Era of Large Models

Content Summary1. Computational Demands of Large Models: The need for massive parameter storage, dense matrix operations, and frequent memory access drives chip architecture towards high performance and low latency;2. Challenges in Chip Design: The imbalance between chip computing power and bandwidth, with the “memory wall” becoming the biggest bottleneck to development;3. Innovative Chip Architecture Design: … Read more

Llama.cpp Author Starts Business to Reduce Large Model Operating Costs with Pure C Language Framework

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Llama.cpp Author Starts Business to Reduce Large Model Operating Costs with Pure C Language Framework

Machine Heart Reports Machine Heart Editorial Team The application prospects of large models will become increasingly broad. Typically, the inference code for neural networks is written in Python.However, compared to Python, C/C++ code runs faster and is more rigorous in the writing process, which is why some developers attempt to implement neural networks using C/C++. … Read more

Exploring the Secrets of AI Agents: The Inner World of Intelligent Assistants

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Exploring the Secrets of AI Agents: The Inner World of Intelligent Assistants

Click the blue text above ☝️ to follow us as we explore AGI together This is a channel sharing AI agents – welcome to participate! Meet AI Agents and Large Models ～ Opening a New Era of Intelligence ～ 【Introduction】 In this era of information explosion, artificial intelligence (AI) is rapidly changing the way we … Read more

Good News for Programmers! The Open Source Multi-SWE-bench by Doubao Team Tackles Code Bugs and Assesses Model Performance!

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Good News for Programmers! The Open Source Multi-SWE-bench by Doubao Team Tackles Code Bugs and Assesses Model Performance!

Programmers, are you fighting bugs every day? Good news is here! Recently, the Doubao Team from ByteDance has made a significant move by open-sourcing a tool called Multi-SWE-bench. This is not just an ordinary tool; it is specifically designed to test the “automatic bug-fixing” capabilities of large models, and it supports multiple programming languages! Now … Read more

Limitations and Future Prospects of NPU in Large Model Applications

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Limitations and Future Prospects of NPU in Large Model Applications

👇 Follow our official account and selectStar, to receive the latest insights daily Abstract The NPU (Neural Processing Unit) is a chip designed specifically for neural network computations, excelling in matrix operations and convolution tasks, characterized by low power consumption and high efficiency. It is mainly used for inference tasks on edge devices, such as … Read more

Understanding AI Agents: How Intelligent Security Agents Lead a New Paradigm in Intelligent Security Services

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Understanding AI Agents: How Intelligent Security Agents Lead a New Paradigm in Intelligent Security Services

In 2022, the release of ChatGPT marked a breakthrough in the application of large models; in 2023, the “Hundred Model War” initiated the era of AIGC. As one of the scenarios for the implementation of large models, the security industry has seen rapid development of vertical large models. Meanwhile, the capability boundaries of security large … Read more

Doubao Team Open Sources Multi-SWE-bench: A New Starting Point for Large Models’ ‘Automatic Bug Fixing’ Capabilities

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Doubao Team Open Sources Multi-SWE-bench: A New Starting Point for Large Models' 'Automatic Bug Fixing' Capabilities

Doubao Team’s Major Open Source Initiative Empowers Large Models’ ‘Bug Fixing’ Capabilities In the rapid development of large model technology, the ability to fix code has become one of the key indicators of its performance. Recently, the Doubao team has stood out by open-sourcing the first multi-language code repair benchmark, Multi-SWE-bench. This initiative marks a … Read more