Understand the NVIDIA B300, the HGX B300 platform, and the BIZON X9000 G5. We analyze the video featuring a Kimi K3 and vLLM benchmark for up to 128 users, along with memory, networking, power, and evaluation criteria.
On 9 September 2026, NVIDIA released Linux driver 615.71.09 from its New Feature Branch. For Linux gamers with GeForce GPUs, the most far-reaching change is support for VK_NV_low_latency revision 2: on Proton, games with native Vulkan rendering that use NvLowLatencyVk.dll gain immediate support for NVIDIA … Read more
If you have run a local LLM with Ollama or llama.cpp, you know it works very well — for one or two people. When demand becomes an API that must handle dozens of simultaneous requests, the situation changes: the GPU sits idle waiting, memory becomes fragmented, and throughput plummets. That is precisely the problem … Read more
Video summary: this article is an annotated and fact-checked summary of “No Nvidia Chips Needed! Amazon’s New AI Data Center For Anthropic Is Truly Massive” from CNBC, published on October 29, 2025. Video URL: https://www.youtube.com/watch?v=vnGC4YS36gU In October 2025, CNBC brought a camera into what would become … Read more
Running AI models with 27 billion parameters at home usually runs into the same wall: the price of a GPU with plenty of VRAM. But there is a shortcut straight from data centers: the NVIDIA Tesla V100 with 32 GB, retired from cloud fleets in large numbers and sold used for a fraction of its original price — … Read more
In 1993, three engineers met at a Denny’s restaurant in California to found a graphics chip company in a market that already had dozens of competitors. Thirty years later, that company would become, at several points, the most valuable on the planet. This is the history of NVIDIA: from the flops that almost killed it … Read more
Video summary: this article is a detailed, in-depth summary of “Linux 7.3 Review: AI Chaos, MASSIVE Performance, GPU, CPU, and Rust Upgrades” from SavvyNik, combined with Linus Torvalds’s official announcement closing the merge window. Video URL: https://www.youtube.com/watch?v=tQ5adDeOGb0 The Linux 7.3 kernel merge window … Read more
Video summary: this article is a detailed summary of “AMD Beats Nvidia On Every Spec And Still Loses” from The Stack. Video URL: https://www.youtube.com/watch?v=bOHhUVSDmrw On paper, there should not even be a contest: the AMD MI300X accelerator carries 192 GB of memory against 80 GB on the Nvidia H100 and moves 5.3 TB/s of bandwidth … Read more
VRAM determines the model. Dense Qwen 27B–32B, quantized Llama 70B, Mixtral 8×7B — these require 32 to 64 GB, not the 24 GB of a 4090. Engineer Donato Capitella, with Bargain Hardware, built a refurbished Supermicro with four data center GPUs (64 GB total) for around £2,000 and benchmarked V100, P100 … Read more
How many calculations does a graphics card perform per second to draw a Cyberpunk frame or train a network? Branch Education took apart an RTX 3090 — literally — and reconstructed the GA102 die in 3D. This article follows the video How do Graphics Cards Work? Exploring GPU Architecture. The generation … Read more
