Your old GPU can still run big LLMs – you just need the right tweaks
…Rather than moving entire layers off the GPU, Qwen3.6 and GPT-OSS can offload the lesser-used experts onto the system RAM, while leaving the attention layers on the graphics card…
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Discussions and forums
my wife just saw the electricity bill from my server rack and she is pissed
i have been running three older graphics cards 24/7 in my garage server rack to run my home media and some ai models. my wife just opened the power bill for the summer and it is almost double what we normally pay. she to…
Moving from mATX to ATX
I've got a Fractal Node 804 build right now - but I'm finding mATX to be VERY limiting. Not many board options, not enough space. My server right now: 12700k, 96GB RAM (2x 48G sticks) LSI 9300 HBA 10G SFP+ NIC (I have 10…
Update on 12x32gb sxm v100 cluster / local AI for legal drafting
Update from the lawyer with the V100 server. A few of you asked what I actually ended up running once the dust settled, so here it is. Still just a lawyer, still driving the whole thing through Claude Code, still not ful…
Digital Nomad Portable Homelab. Open for suggestions
I'm not an IT dev, I don't work in IT but I was always interested in homelabbing. I started working on the above homelab exactly one year ago and I love this hobby. I would like to know if you have any suggestions? I'm t…
Tell HN: Llamacpp now supports unified system RAM offloading on Linux
I'm a big fan of on-device AI inference for a million reasons, especially its potential to significantly reduce or even potentially eliminate the need for massive AI data center projects in the United States. But so far,…
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GPU & Graphics Card News - GeForce, Radeon, Intel Arc, AI, Benchmarks & More
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New RTX 60 series specs leak suggests huge RT performance and memory bandwidth improvement
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KIOXIA achieves 4.8 billion vector search on a single AI server with minimal DRAM
…SSD, and AI innovations to NVIDIA GTC 2026 This nearly empty server has 1.23 Petabytes of storage KIOXIA updates its groundbreaking AiSAQ software for SSD-based scalable AI systems KIOXIA's…
You can now add the tiny ceramic capacitors in your computer to the list of things that AI has affected
…Thousands of MLCCs are required for just a single AI server board ( up to ten times more than a standard server ), let alone the power supply units to operate a whole rack…
Aiming At Hyperscalers And Edge, Nvidia Cuts Down To The A2 Accelerator
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Advancing Together: How 2025 Shaped Our Path Forward
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