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Big GPUs don't need big PCs

https://www.jeffgeerling.com/blog/2025/big-gpus-dont-need-big-pcs
41•mikece•2h ago

Comments

jonahbenton•1h ago
So glad someone did this. Have been running big gpus on egpus connected to spare laptops and thinking why not pis.
3eb7988a1663•54m ago
Datapoints like this really make me reconsider my daily driver. I should be running one of those $300 mini PCs at <20W. With ~flat CPU performance gains, would be fine for the next 10 years. Just remote into my beefy workstation when I actually need to do real work. Browsing the web, watching videos, even playing some games is easily within their wheelhouse.
ekropotin•41m ago
As experiment, I decided to try using proxmox VM with eGPU and usb bus bypassed to it, as my main PC for browsing and working on hobby projects.

It’s just 1 vCPU with 4 Gb ram, and you know what? It’s more than enough for these needs. I think hardware manufactures falsely convinced us that every professional needs beefy laptop to be productive.

yjftsjthsd-h•38m ago
I've been kicking this around in my head for a while. If I want to run LLMs locally, a decent GPU is really the only important thing. At that point, the question becomes, roughly, what is the cheapest computer to tack on the side of the GPU? Of course, that assumes that everything does in fact work; unlike OP I am barely in a position to understand eg. BAR problems, let alone try to fix them, so what I actually did was build a cheap-ish x86 box with a half-decent GPU and called it a day:) But it still is stuck in my brain: there must be a more efficient way to do this, especially if all you need is just enough computer to shuffle data to and from the GPU and serve that over a network connection.
zeusk•13m ago
Get the DGX Spark computers? They’re exactly what you’re trying to build.
Wowfunhappy•29m ago
I really would have liked to see gaming performance, although I realize it might be difficult to find a AAA game that supports ARM. (Forcing the Pi to emulate x86 with FEX doesn't seem entirely fair.)
3eb7988a1663•25m ago
You might have to thread the needle to find a game which does not bottleneck on the CPU.
kristjansson•6m ago
Really why have the PCI/CPU artifice at all? Apple and Nvidia have the right idea: put the MPP on the same die/package as the CPU.

Are these AI prompts damaging your thinking skills?

https://www.bbc.com/news/articles/cd6xz12j6pzo
1•reconnecting•1m ago•0 comments

Apple did what Nvidia wouldn't [video]

https://www.youtube.com/watch?v=4l4UWZGxvoc
1•igravious•4m ago•0 comments

I built an AI Supercomputer again (2TB RAM) [video]

https://www.youtube.com/watch?v=bFgTxr5yst0
1•igravious•4m ago•0 comments

'LeBron James of spreadsheets' wins world Microsoft Excel title

https://www.bbc.com/news/articles/cj4qzgvxxgvo
2•1659447091•5m ago•0 comments

What Volunteer Open Source Taught Me About Remote Teams

https://www.brethorsting.com/blog/2025/12/what-volunteer-open-source-taught-me-about-remote-teams/
1•aaronbrethorst•5m ago•0 comments

ComputeBench: Instruction-following benchmarks for long, step-by-step arithmetic

https://notdian.github.io/computebench/
1•notdian•9m ago•1 comments

U.S. to drop childhood vaccine recommendations as it looks to Denmark

https://www.reuters.com/business/healthcare-pharmaceuticals/us-drop-childhood-vaccine-recommendat...
2•geox•10m ago•0 comments

Microsoft AI CEO admits Gemini 'can do things that Copilot can't do'

https://www.techradar.com/ai-platforms-assistants/microsoft-ai-ceo-admits-gemini-can-do-things-th...
1•janandonly•12m ago•0 comments

Up to date free LLM resources

https://github.com/h-michaelson20/free-llm-api-resources/tree/main
2•hmichaelson20•13m ago•1 comments

Show HN: AI that caught Kalshi showing 86% when Vegas had it at 12%

https://poe.com/PredictionlyAI
1•simullab•17m ago•0 comments

Show HN: VibeDownloader – A local-first open-source video downloader desktop app

https://github.com/naeem5877/vibedownloader-desktop
1•naeem_og•21m ago•1 comments

The Dawn of a World Simulator

https://odyssey.ml/the-dawn-of-a-world-simulator
2•olivercameron•21m ago•0 comments

Sheryl Sandberg on why it's a troubling time for women in the workplace now

https://fortune.com/2025/12/12/former-meta-coo-sheryl-sandberg-breaks-down-why-troubling-time-for...
1•binning•30m ago•2 comments

ChatGPT doesn't know how to average pH values

https://chatgpt.com/share/6946f485-29d4-8012-953a-0844e559c9d9
1•OutOfHere•31m ago•2 comments

She just became the first wheelchair user to travel to space

https://www.cnn.com/2025/12/20/science/blue-origin-koenigsmann-benthaus-wheelchair
3•binning•36m ago•0 comments

FOSDEM 2026 – open-source Security Foundation

https://openssf.org/event/fosdem-2026/
1•abdelhousni•36m ago•0 comments

AI will make our children stupid

https://thecritic.co.uk/ai-will-make-our-children-stupid/
31•binning•37m ago•12 comments

Rare look inside the secret Lego Museum

https://www.cbsnews.com/news/lego-secret-museum-denmark-headquarters/
1•mhb•38m ago•0 comments

U.S. Seizes Second Oil Tanker Near Venezuela

https://www.wsj.com/world/americas/u-s-seizes-second-oil-tanker-near-venezuela-386def53
4•JumpCrisscross•40m ago•0 comments

Container Hardening Process Guide (2023) [pdf]

https://dl.dod.cyber.mil/wp-content/uploads/devsecops/pdf/Final_DevSecOps_Enterprise_Container_Ha...
1•mooreds•40m ago•0 comments

NatLangChain: The Blockchain Where Natural Language Is the Ledger

https://github.com/kase1111-hash/NatLangChain
1•Kase1111•41m ago•0 comments

SD-JWT-Based Verifiable Credentials

https://datatracker.ietf.org/doc/draft-ietf-oauth-sd-jwt-vc/
1•mooreds•41m ago•0 comments

Can we make Security Empirical, and why might we want to?

https://www.fightforthehuman.com/empirical-security/
1•mooreds•44m ago•0 comments

AI is revolutionary, but not egalitarian

https://keroshan.substack.com/p/ai-is-not-egalitarian
2•keroshanpillay•45m ago•3 comments

What do people love about Rust?

https://blog.rust-lang.org/2025/12/19/what-do-people-love-about-rust/
2•steveklabnik•46m ago•0 comments

Show HN: SceneSynth – Text → scene graph → AI render, recursively

https://github.com/Lywald/SceneSynth
2•lywald•48m ago•0 comments

Four Ways AI Is Being Used to Strengthen Democracies Worldwide

https://www.schneier.com/blog/archives/2025/11/four-ways-ai-is-being-used-to-strengthen-democraci...
2•throw0101c•49m ago•0 comments

Humble Book Bundle: Hacking

https://www.humblebundle.com/books/hacking-no-starch-books
1•Tomte•49m ago•0 comments

Monster of 2025: Endless Subscriptions

https://www.motherjones.com/politics/2025/12/monster-of-2025-endless-subscriptions/
1•zdw•52m ago•0 comments

Tana – Turns your ideas, meetings and projects into action

https://tana.inc/index
2•punnerud•53m ago•0 comments