Tag: memory bandwidth
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Hacker News: Building a personal, private AI computer on a budget
Source URL: https://ewintr.nl/posts/2025/building-a-personal-private-ai-computer-on-a-budget/ Source: Hacker News Title: Building a personal, private AI computer on a budget Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text details the author’s experience in building a personal, budget-friendly AI computer capable of running large language models (LLMs) locally. It highlights the financial and technical challenges encountered during…
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Hacker News: How to Scale Your Model: A Systems View of LLMs on TPUs
Source URL: https://jax-ml.github.io/scaling-book/ Source: Hacker News Title: How to Scale Your Model: A Systems View of LLMs on TPUs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the performance optimization of large language models (LLMs) on tensor processing units (TPUs), addressing issues related to scaling and efficiency. It emphasizes the importance…
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The Register: Intel has officially missed the boat for AI in the datacenter
Source URL: https://www.theregister.com/2025/02/01/intel_ai_datacenter/ Source: The Register Title: Intel has officially missed the boat for AI in the datacenter Feedly Summary: But it still has a chance at the edge and the PC Comment Any hope Intel may have had of challenging rivals Nvidia and AMD for a slice of the AI accelerator market dissolved on…
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Simon Willison’s Weblog: Quoting Ben Thompson
Source URL: https://simonwillison.net/2025/Jan/28/ben-thompson/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Ben Thompson Feedly Summary: H100s were prohibited by the chip ban, but not H800s. Everyone assumed that training leading edge models required more interchip memory bandwidth, but that is exactly what DeepSeek optimized both their model structure and infrastructure around. Again, just to emphasize this point,…
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Hacker News: Uncovering Real GPU NoC Characteristics: Implications on Interconnect Arch.
Source URL: https://people.ece.ubc.ca/aamodt/publications/papers/realgpu-noc.micro2024.pdf Source: Hacker News Title: Uncovering Real GPU NoC Characteristics: Implications on Interconnect Arch. Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a detailed examination of the Network-on-Chip (NoC) architecture in modern GPUs, particularly analyzing interconnect latency and bandwidth across different generations of NVIDIA GPUs. It discusses the implications…
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The Register: Nvidia shovels $500M into Israeli boffinry supercomputer
Source URL: https://www.theregister.com/2025/01/16/nvidia_israel_blackwell/ Source: The Register Title: Nvidia shovels $500M into Israeli boffinry supercomputer Feedly Summary: System to feature hundreds of liquid-cooled Blackwell systems Nvidia is constructing a 30-megawatt research-and-development supercomputer stuffed with its latest-generation Blackwell GPUs in northern Israel at an estimated cost of half a billion dollars.… AI Summary and Description: Yes Summary:…
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The Register: Nvidia shrinks Grace-Blackwell Superchip to power $3K mini PC
Source URL: https://www.theregister.com/2025/01/07/nvidia_project_digits_mini_pc/ Source: The Register Title: Nvidia shrinks Grace-Blackwell Superchip to power $3K mini PC Feedly Summary: Tuned for running chunky models on the desktop with 128GB of RAM, custom Ubuntu CES Nvidia has announced a desktop computer powered by a new GB10 Grace-Blackwell superchip and equipped with 128GB of memory to give AI…
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Hacker News: Running DeepSeek V3 671B on M4 Mac Mini Cluster
Source URL: https://blog.exolabs.net/day-2 Source: Hacker News Title: Running DeepSeek V3 671B on M4 Mac Mini Cluster Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides insights into the performance of the DeepSeek V3 model on Apple Silicon, especially in terms of its efficiency and speed compared to other models. It discusses the…