gpu

"Intel Arcを使ってHuggingfaceにある好きなLLMを使用したいのでllama.cppをインストールする."

"“I love constraints... because in a "

"Broadcom CEO Hock Tan stated, "Next year, the company's AI chip revenue alone could exceed $100 billion, which is at least 50% more than the company's total revenue in the last fiscal year.""

"I built an analytical simulator that estimates MFU, training time, memory, throughput, and cost for distributed [LLM] training and [Inference]."

"This article summarizes the practical steps and precautions for creating a "distributed AI lab" that separates the roles into a "control plane" (development) and a "compute plane" (heavy computation)."

"GPU, although originally designed for 3D graphics rendering, has found its design philosophy to be extremely suitable for solving the challenges in large-scale AI computation."

"While the industry has been fixated on the AI model arms race, enterprise AI teams are finding that their biggest constraint isn’t the quality of their algorithms — it’s the bottleneck of accessing graphics processing unit capacity."

"I open-sourced deep_variance, a Python SDK that helps reduce GPU memory overhead during deep learning training."

"Only full fat BF16 for now."

"Nvidia CEO Jensen Huang said his company's recent investments in OpenAI and Anthropic are likely to be its last in both, saying that once they go public as anticipated later this year, the opportunity to invest closes."

"The story of AI chips is the story of closing that gap, and it’s one of the most fascinating engineering stories of our time."

"The product will be released on March 12th, and is priced around 31,280 yen."

"The article tests and verifies Qwen 3.5 models on an RTX 4070 (12GB VRAM) + 32GB RAM setup, showing that local LLMs are becoming a viable alternative to cloud-based solutions."

"Nvidia CEO Jensen Huang said his company’s recent investments in OpenAI and Anthropic are likely to be its last in both, saying that once they go public, the opportunity to invest in a “consequential company like this” closes."

"FlashAttention-4 pairs a new algorithm with a kernel co-design tuned for NVIDIA Blackwell GPUs, removing the new bottlenecks so the tensor cores stay busy."

"Deploybase: We built a tool that allows real-time comparison of GPU cloud and LLM inference prices."

"Nvidia’s latest finalized investment of $30 billion, which was part of a $110 billion OpenAI funding round last month...will likely be the last."

"Pitched as an industry first, the new Rambus HBM4E Controller is designed to meet the escalating memory bandwidth demands"

"Once this gets merged however, anyone with a Blackwell GPU(s) and enough memory (including RAM!) can enjoy the up to 2.3x speed boost and 30-70% size savings of NVFP4."

"The Ryzen AI 400 series prioritizes integrated graphics performance and simplified motherboard design to cater to the needs of small form-factor platforms."

"3月4日，英伟达首席执行官黄仁勋在摩根士丹利科技、媒体与电信大会上表示，公司近期对人工智能初创企业OpenAI的300亿美元投资“可能是最后一次”，因为OpenAI正为今年年底前的首次公开募股（IPO）做准备。"

"I just open-sourced deep_variance, a Python SDK that helps reduce GPU memory overhead during deep learning training."

"Perplexity signs a multiyear deal with CoreWeave to use dedicated clusters powered by Nvidia Grace Blackwell chips for AI inference; CRWV jumps 5%+ pre-market"

"Transformer, with its Attention mechanism, can simultaneously examine an entire sentence to determine the relationships between important words, dramatically improving long-form context understanding and complex relationship comprehension."

"Asia's smaller chip companies are joining their bigger peers in hiking prices as robust AI demand fuels capex, projected to rise 25% YoY to over $136B in 2026"

"Apple officially announces the MacBook Pro equipped with M5 Pro/M5 Max, with graphics performance up to 20% better than the previous generation, and AI performance 4 times better."

"In 2026, the situation has changed significantly. Even individual developers can create enterprise-quality custom LLMs on a notebook computer for a GPU rental fee of only a few thousand yen."

"Deploybase is a dashboard for tracking real-time GPU and LLM pricing across cloud and inference providers."