shtjww/llm-inference-capacity-handbook: 大模型推理案头手册（开源版）：给定 GPU 算力，一个模型能扛多少 QPS？三层模型 × 三面墙 × 排队论 × 开环压测
大模型推理案头手册（开源版）：给定 GPU 算力，一个模型能扛多少 QPS？三层模型 × 三面墙 × 排队论 × 开环压测
#AI Hardware
5343 articles tagged with AI Hardware
Elon Musk Warns Of 15GW AI Power Shortage In 2027 As AI Chip Production Surges Faster Than Electricity Capacity | Video
Elon Musk has warned G20 economies of a potential 15GW power shortfall for AI chips in 2027 as chip production grows faster than electricity capacity. He urged countries to expand ...
Nvidia’s $3.5B MediaTek bet reveals its plan for tackling Big Tech’s AI chip buildoutNvidia invests $3.5 billion into Ta...
Nvidia’s $3.5B MediaTek bet reveals its plan for tackling Big Tech’s AI chip buildoutNvidia invests $3.5 billion into Taiwanese chipmaker MediaTek. The deal shows how Nvidia plans ...
Measuring the Checker: Mutation Analysis for GPU-Kernel Benchmark Oracles
Benchmarks for LLM-generated GPU kernels decide correctness with a few random inputs and a loose floating-point tolerance, and their verdicts now feed leaderboards and reinforcemen...
hbofz/NeSLE: GPU-native NES emulator + RL stack: thousands of parallel NES envs on one CUDA GPU, training PPO agents on Super Mario Bros.
GPU-native NES emulator + RL stack: thousands of parallel NES envs on one CUDA GPU, training PPO agents on Super Mario Bros.
🎮 Despite horrendous layoffs, obscene hardware prices, and everything else, Saber Interactive exec says 'this is a great...
🎮 Despite horrendous layoffs, obscene hardware prices, and everything else, Saber Interactive exec says 'this is a great time to be in the industry'Saber CCO Tim Willits believes t...
Nio Falls 4% as Memory Chip Costs and Revenue Miss Overshadow Doubled Vehicle Margin, XPeng Holds Steady
The Chinese electric vehicle sector is reacting a sharp cost-guidance warning, delivered inside what was arguably Nio’s best profit quarter to date. Nio’s management flagged rising...
It's essential you give AI agents access to your bank account so they can ensure you don't waste hardware AI companies r...
It's essential you give AI agents access to your bank account so they can ensure you don't waste hardware AI companies require. Think of the investors.You don't need your own hardw...
Good News, Everyone: DLSS 5 Only Needs One GPU Now. Bad News: That GPU Costs What a Laptop Used To. In other news they a...
Good News, Everyone: DLSS 5 Only Needs One GPU Now. Bad News: That GPU Costs What a Laptop Used To. In other news they also learned not to spotlight cranking the tech up to insane ...
“Someday, such as in 2040, there may be available, for every human being, the performance equivalent of 'a B300 GPU for ...
“Someday, such as in 2040, there may be available, for every human being, the performance equivalent of 'a B300 GPU for contemporary LLMs'” (gpuworld.org)Food and shelter for every...
📰 Nvidia’s controversial DLSS 5 arrives September 3rd and requires serious GPU horsepowerNvidia is officially laun...
📰 Nvidia’s controversial DLSS 5 arrives September 3rd and requires serious GPU horsepowerNvidia is officially launching DLSS 5 this week, following a divisive announcement in March...
Nvidia's controversial DLSS 5 arrives September 3rd and requires serious GPU horsepowerhttps://www.theverge.com/tech/986...
Nvidia's controversial DLSS 5 arrives September 3rd and requires serious GPU horsepowerhttps://www.theverge.com/tech/986378/nvidia-dlss-5-launch-nba-2k27#Tech #Gaming #AI
Julyですか。ちょっとシタン先生に相談してみましょうQualcomm Raising Chip Prices Starting Tomorrow https://www.macrumors.com/2026/08/31/qualcomm-...
Julyですか。ちょっとシタン先生に相談してみましょうQualcomm Raising Chip Prices Starting Tomorrow https://www.macrumors.com/2026/08/31/qualcomm-chip-price-increase/#Apple #LLM #news #bot
Hugging Face's duck robot powered by a Chinese chip sold over 10,000 units
A new duck robot from artificial intelligence startup Hugging Face's French subsidiary Pollen Robotics, powered by a chip from a Chinese firm, recorded more than 10,000 sales since...
💡 Use case: A student collective clusters their old laptops as PinkyBrain nodes. One has a 2019 GPU, another has 32GB RA...
💡 Use case: A student collective clusters their old laptops as PinkyBrain nodes. One has a 2019 GPU, another has 32GB RAM. Together, they run specialist models none could afford al...
GrapheneOS might skip the Pixel 11 series over the lack of MTE hardware security support
GrapheneOS has issued a strong recommendation against purchasing the newly released Pixel 11 series after discovering that Google removed support for ARM hardware memory tagging (M...
Global chip market to exceed $2 trillion by 2030: SEMI
The global semiconductor market is expected to be worth more than USD 2 trillion by 2030, driven by growing demand for artificial intelligence infrastructure, Focus Taiwan reported...
DeepSeek-V3 is incredibly powerful, but serving a 671B parameter model requires serious hardware. Instead of paying mass...
DeepSeek-V3 is incredibly powerful, but serving a 671B parameter model requires serious hardware. Instead of paying massive cloud egress fees and inflated hourly rates, deploy it o...
【同じクラスター、利用率が33ポイント向上：変わったのは順序だけ】https://huggingface.co/blog/Dharma-AI/gpu-management-pt2※AI生成の自動投稿（見出し＋リンク）#AI #生成AI #L...
【同じクラスター、利用率が33ポイント向上：変わったのは順序だけ】https://huggingface.co/blog/Dharma-AI/gpu-management-pt2※AI生成の自動投稿（見出し＋リンク）#AI #生成AI #LLM #AIGenerated
How to get hardware, software and even edge AI working in harmony
When thinking about edge orchestration and optimising all components, you must first define what you mean by “edge”, according to Nick Burling, chief product officer (CPO) at hybri...
Most people think AI storage is about capacity — it's actually about checkpoint bursts. A 10k-GPU training run checkpoin...
Most people think AI storage is about capacity — it's actually about checkpoint bursts. A 10k-GPU training run checkpoints every few minutes, and losing that window on a node failu...
🐧Linux 7.3 Features Many Exciting Improvements, New Hardware Support & Faster Btrfs｢ As noted by Linus Torvalds in the L...
🐧Linux 7.3 Features Many Exciting Improvements, New Hardware Support & Faster Btrfs｢ As noted by Linus Torvalds in the Linux 7.3-rc1 release announcement and the trend of the past ...
🎮 CD Projekt Red opens its 'Arasaka hardware archives' to help an indie dev whose gear was stolen during 1 of at least 4...
🎮 CD Projekt Red opens its 'Arasaka hardware archives' to help an indie dev whose gear was stolen during 1 of at least 4 Gamescom theftsIn a statement, Gamescom organizers said att...